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Udacity - Deep Reinforcement Learning Nanodegree [Course Drive]

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Udacity - Deep Reinforcement Learning Nanodegree nd893 v1.0.0

Part 01-Module 01-Lesson 01_Welcome to Deep Reinforcement Learning

01. Welcome To DRLND-i1-l0n1ntes.en.vtt

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01. Welcome To DRLND-i1-l0n1ntes.mp4

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01. Welcome to the Deep Reinforcement Learning Nanodegree.html

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02. RL In The Real World-IGlAyGbOTHo.en.vtt

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02. RL In The Real World-IGlAyGbOTHo.mp4

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02. RL in the Real World.html

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03. Overview of the ND Program.html

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04. Projects You Will Build.html

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04. Unity Machine Learning Agents-jC12h4UAxqs.en.vtt

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04. Unity Machine Learning Agents-jC12h4UAxqs.mp4

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16.5 MB

05. Play Tennis!.html

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06. Deadline Policy.html

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07. Udacity Support.html

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08. Community Guidelines.html

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img

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bipedal-walker.gif	GIF	2.52 MB
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game-example.gif	GIF	399.55 KB
lunar-lander.gif	GIF	101.3 KB
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output.gif	GIF	10.16 MB
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index.html

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Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors

01. What It Takes.html

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02. Reviews.html

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03. Knowledge.html

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04. Student Hub.html

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index.html

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Part 01-Module 01-Lesson 03_Get Help with Your Account

01. FAQ.html

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02. Support.html

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screen-shot-2018-11-09-at-7.49.50-pm.png	PNG	375.54 KB

index.html

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Part 01-Module 01-Lesson 04_Learning Plan

01. Learning Plan.html

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02. Reference Guide.html

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03. OpenAI Gym.html

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04. GitHub Repository.html

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05. AWS Credits.html

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06. Student Resources.html

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img

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udacitylogo.jpg	JPG	107.33 KB
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index.html

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Part 01-Module 01-Lesson 05_Introduction to RL

01. Introduction-6jSFl5kxIBs.en.vtt	VTT	2.41 KB
01. Introduction-6jSFl5kxIBs.mp4	MP4	5.15 MB
01. Introduction-6jSFl5kxIBs.pt-BR.vtt	VTT	2.43 KB
01. Introduction-6jSFl5kxIBs.zh-CN.vtt	VTT	2.11 KB
01. Introduction.html	HTML	5.26 KB
02. Applications-CV6B84mKRNM.en.vtt	VTT	3.22 KB
02. Applications-CV6B84mKRNM.mp4	MP4	8.46 MB
02. Applications-CV6B84mKRNM.pt-BR.vtt	VTT	3.42 KB
02. Applications-CV6B84mKRNM.zh-CN.vtt	VTT	2.91 KB
02. Applications.html	HTML	6.98 KB
03. The Setting-nh8Gwdu19nc.en.vtt	VTT	7.06 KB
03. The Setting-nh8Gwdu19nc.mp4	MP4	7.75 MB
03. The Setting-nh8Gwdu19nc.pt-BR.vtt	VTT	7.31 KB
03. The Setting-nh8Gwdu19nc.zh-CN.vtt	VTT	6.05 KB
03. The Setting.html	HTML	4.88 KB
04. Resources-_YPqfAnCqtk.en.vtt	VTT	2.07 KB
04. Resources-_YPqfAnCqtk.mp4	MP4	6.97 MB
04. Resources-_YPqfAnCqtk.pt-BR.vtt	VTT	2.39 KB
04. Resources-_YPqfAnCqtk.zh-CN.vtt	VTT	1.83 KB
04. Resources.html	HTML	5.66 KB
index.html	HTML	3.65 KB

Part 01-Module 01-Lesson 06_The RL Framework The Problem

01. Introduction-X_9l_ZqXXBA.en.vtt

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01. Introduction-X_9l_ZqXXBA.mp4

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01. Introduction-X_9l_ZqXXBA.pt-BR.vtt

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01. Introduction-X_9l_ZqXXBA.zh-CN.vtt

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01. Introduction.html

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02. The Setting, Revisited-V6Q1uF8a6kA.en.vtt

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02. The Setting, Revisited-V6Q1uF8a6kA.mp4

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02. The Setting, Revisited-V6Q1uF8a6kA.pt-BR.vtt

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02. The Setting, Revisited-V6Q1uF8a6kA.zh-CN.vtt

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02. The Setting, Revisited.html

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03. Episodic vs. Continuing Tasks-E1I-BPanSM8.en.vtt

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03. Episodic vs. Continuing Tasks-E1I-BPanSM8.mp4

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03. Episodic vs. Continuing Tasks-E1I-BPanSM8.pt-BR.vtt

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03. Episodic vs. Continuing Tasks-E1I-BPanSM8.zh-CN.vtt

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03. Episodic vs. Continuing Tasks.html

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04. Quiz Test Your Intuition.html

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05. Quiz Episodic or Continuing.html

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06. The Reward Hypothesis-uAqNwgZ49JE.en.vtt

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06. The Reward Hypothesis-uAqNwgZ49JE.mp4

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06. The Reward Hypothesis-uAqNwgZ49JE.pt-BR.vtt

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06. The Reward Hypothesis-uAqNwgZ49JE.zh-CN.vtt

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06. The Reward Hypothesis.html

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07. Goals and Rewards, Part 1-XPnj3Ya3EuM.en.vtt

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07. Goals and Rewards, Part 1-XPnj3Ya3EuM.mp4

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07. Goals and Rewards, Part 1-XPnj3Ya3EuM.pt-BR.vtt

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07. Goals and Rewards, Part 1-XPnj3Ya3EuM.zh-CN.vtt

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07. Goals and Rewards, Part 1.html

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08. Goals and Rewards, Part 2-pVIFc72VYH8.en.vtt

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08. Goals and Rewards, Part 2-pVIFc72VYH8.mp4

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08. Goals and Rewards, Part 2-pVIFc72VYH8.pt-BR.vtt

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08. Goals and Rewards, Part 2-pVIFc72VYH8.zh-CN.vtt

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08. Goals and Rewards, Part 2.html

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09. Quiz Goals and Rewards.html

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10. Cumulative Reward-ysriH65lV9o.en.vtt

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10. Cumulative Reward-ysriH65lV9o.mp4

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10. Cumulative Reward-ysriH65lV9o.pt-BR.vtt

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10. Cumulative Reward-ysriH65lV9o.zh-CN.vtt

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10. Cumulative Reward.html

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11. Discounted Return-opXGNPwwn7g.en.vtt

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11. Discounted Return-opXGNPwwn7g.mp4

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11. Discounted Return-opXGNPwwn7g.pt-BR.vtt

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11. Discounted Return-opXGNPwwn7g.zh-CN.vtt

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11. Discounted Return.html

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12. Quiz Pole-Balancing.html

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13. MDPs, Part 1-NBWbluSbxPg.en.vtt

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13. MDPs, Part 1-NBWbluSbxPg.mp4

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13. MDPs, Part 1-NBWbluSbxPg.pt-BR.vtt

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13. MDPs, Part 1-NBWbluSbxPg.zh-CN.vtt

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13. MDPs, Part 1.html

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14. MDPs, Part 2-CUTtQvxKkNw.en.vtt

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14. MDPs, Part 2-CUTtQvxKkNw.mp4

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14. MDPs, Part 2-CUTtQvxKkNw.pt-BR.vtt

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14. MDPs, Part 2-CUTtQvxKkNw.zh-CN.vtt

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14. MDPs, Part 2.html

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15. Quiz One-Step Dynamics, Part 1.html

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16. Quiz One-Step Dynamics, Part 2.html

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17. MDPs, Part 3-UlXHFbla3QI.en.vtt

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17. MDPs, Part 3-UlXHFbla3QI.mp4

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17. MDPs, Part 3-UlXHFbla3QI.pt-BR.vtt

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17. MDPs, Part 3-UlXHFbla3QI.zh-CN.vtt

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17. MDPs, Part 3.html

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18. Finite MDPs.html

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19. Summary.html

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img

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backgammonboard.svg.png	PNG	112.81 KB
chess-game.jpg	JPG	7.54 MB
go.jpg	JPG	614.8 KB
index.jpg	JPG	11.56 KB
maze.png	PNG	4.2 KB
pup.jpg	JPG	181.27 KB
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index.html

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Part 01-Module 01-Lesson 07_The RL Framework The Solution

01. Introduction-9Wyf5Zsska8.en.vtt

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01. Introduction-9Wyf5Zsska8.mp4

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01. Introduction-9Wyf5Zsska8.pt-BR.vtt

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01. Introduction-9Wyf5Zsska8.zh-CN.vtt

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01. Introduction.html

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02. Policies-hc3LrvaC13U.en.vtt

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02. Policies-hc3LrvaC13U.mp4

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02. Policies-hc3LrvaC13U.pt-BR.vtt

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02. Policies-hc3LrvaC13U.zh-CN.vtt

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02. Policies.html

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03. Quiz Interpret the Policy.html

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04. Gridworld Example-XeHBmPFqTsE.en.vtt

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04. Gridworld Example-XeHBmPFqTsE.mp4

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04. Gridworld Example-XeHBmPFqTsE.pt-BR.vtt

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04. Gridworld Example.html

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05. State-Value Functions-llakAjwox_8.en.vtt

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05. State-Value Functions-llakAjwox_8.mp4

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05. State-Value Functions-llakAjwox_8.pt-BR.vtt

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05. State-Value Functions.html

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06. Bellman Equations-UgIaDMvSdUo.en.vtt

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06. Bellman Equations-UgIaDMvSdUo.mp4

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06. Bellman Equations-UgIaDMvSdUo.pt-BR.vtt

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06. Bellman Equations-UgIaDMvSdUo.zh-CN.vtt

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06. Bellman Equations.html

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07. Quiz State-Value Functions.html

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08. Optimality-j231aRV74QM.en.vtt

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08. Optimality-j231aRV74QM.mp4

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08. Optimality-j231aRV74QM.pt-BR.vtt

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08. Optimality.html

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09. Action-Value Functions-KJLaRfOOPGA.en.vtt

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09. Action-Value Functions-KJLaRfOOPGA.mp4

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09. Action-Value Functions-KJLaRfOOPGA.pt-BR.vtt

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09. Action-Value Functions-KJLaRfOOPGA.zh-CN.vtt

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09. Action-Value Functions.html

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10. Quiz Action-Value Functions.html

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11. Optimal Policies-2rguYpVyCto.en.vtt

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11. Optimal Policies-2rguYpVyCto.mp4

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11. Optimal Policies.html

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12. Quiz Optimal Policies.html

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13. Summary.html

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index.html

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Part 01-Module 01-Lesson 08_Monte Carlo Methods

01. L601 Intro RENDER V2-3H5x0lstvmo.en.vtt

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01. L601 Intro RENDER V2-3H5x0lstvmo.mp4

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01. Review.html

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02. Gridworld Example.html

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02. L602 Gridworld Example RENDER V2-2-Lwibg_IfmrA.en.vtt

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02. L602 Gridworld Example RENDER V2-2-Lwibg_IfmrA.mp4

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03. L603 Monte Carlo Methods RENDER V3-2-titaMCRl224.en.vtt

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03. L603 Monte Carlo Methods RENDER V3-2-titaMCRl224.mp4

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03. Monte Carlo Methods.html

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04. L604 MC Prediction Part 1RENDER V2-6ts9gdIS6vg.en.vtt

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04. MC Prediction - Part 1.html

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05. L605 MC Prediction Part 2 RENDER V3-jR49ZyKuJ98.en.vtt

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05. MC Prediction - Part 2.html

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06. L606 MC Prediction Part 3 RENDERv1 V4-9LP6uXdmWxQ.en.vtt

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06. L606 MC Prediction Part 3 RENDERv1 V4-9LP6uXdmWxQ.mp4

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06. MC Prediction - Part 3.html

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07. OpenAI Gym BlackJackEnv.html

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08. Workspace - Introduction.html

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09. Coding Exercise.html

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09. MC Prediction - Solution Walkthrough-Pwiqk7Pncgc.en.vtt

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10. Workspace.html

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11. Greedy Policies.html

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11. L611 Greedy Policies RENDER V4-DH6c-aODMLU.en.vtt

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12. Epsilon-Greedy Policies.html

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13. MC Control.html

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14. Exploration vs. Exploitation.html

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15. Incremental Mean.html

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15. L615 Incremental Mean RENDER V4-h-8MB7V1LiE.en.vtt

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16. Constant-alpha.html

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16. MC Control Constant-alpha-QFV1nI9Zpoo.zh-CN.vtt

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17. Coding Exercise.html

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17. M1 L6 S2 V1-6E_3NJcoxmU.en.vtt

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18. Workspace.html

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19. Summary.html

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index.html

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Part 01-Module 01-Lesson 09_Temporal-Difference Methods

01. Introduction-yXErXQulI_o.en.vtt

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01. Introduction.html

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02. Review MC Control Methods.html

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03. L602 Gridworld Example RENDER V2-2-Lwibg_IfmrA.en.vtt

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03. Quiz MC Control Methods-ZwIg6LDMyuo.en.vtt

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04. TD Control Sarsa Part 1-HYV0SP9wm7g.en.vtt

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04. TD Control Sarsa.html

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05. Quiz Sarsa.html

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06. TD Control Q-Learning.html

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06. TD Control Sarsamax-4DxoYuR7aZ4.en.vtt

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06. TD Control Sarsamax-4DxoYuR7aZ4.mp4

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06. TD Control Sarsamax-4DxoYuR7aZ4.zh-CN.vtt

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07. Quiz Q-Learning.html

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08. TD Control Expected Sarsa-kEKupCyU0P0.en.vtt

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08. TD Control Expected Sarsa.html

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09. Quiz Expected Sarsa.html

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10. TD Control Theory and Practice.html

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11. OpenAI Gym CliffWalkingEnv.html

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12. Workspace - Introduction.html

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13. Coding Exercise.html

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14. Workspace.html

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15. Analyzing Performance.html

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16. Quiz Check Your Understanding.html

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17. Summary.html

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img

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index.html

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Part 01-Module 01-Lesson 10_Solve OpenAI Gym's Taxi-v2 Task

01. Introduction.html

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02. Instructions.html

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03. Mini Project.html

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img

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index.html

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Part 01-Module 01-Lesson 11_RL in Continuous Spaces

01. Introducing Arpan.html

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02. Introduction-GPjK124RU5g.en.vtt

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02. Introduction-GPjK124RU5g.mp4

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02. Lesson Overview.html

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03. Discrete vs. Continuous Spaces-uHstLeRzaE8.en.vtt

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03. Discrete vs. Continuous Spaces.html

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04. Quiz Space Representations.html

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05. Discretization-j2eZyUpy--E.en.vtt

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05. Discretization.html

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06. Exercise Discretization.html

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07. Workspace Discretization.html

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08. Tile Coding-BRs7AnTZ_8k.en.vtt

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08. Tile Coding.html

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09. Exercise Tile Coding.html

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10. Workspace Tile Coding.html

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11. Coarse Coding-Uu1J5KLAfTU.en.vtt

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12. Function Approximation-UTGWVY6jEdg.en.vtt

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12. Function Approximation.html

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13. Linear Function Approximation-OJ5wrB7o-pI.en.vtt

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13. Linear Function Approximation.html

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14. Kernel Functions-RdkPVYyVOvU.en.vtt

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14. Kernel Functions.html

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15. Non-Linear Function Approximation-rITnmpD2mN8.en.vtt

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16. Summary-MTEBk43oByU.en.vtt

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img

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Part 01-Module 01-Lesson 12_What's Next

01. Arpan Rollercoaster-Rf6cCYRqV58.en.vtt

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01. Congratulations!.html

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02. What can you do now.html

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Part 02-Module 01-Lesson 01_Study Plan

01. Study Plan.html

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02. Deep RL for Robotics.html

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02. Deep RL in Robotics-IjG_IWJdb1w.en.vtt

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img

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Part 02-Module 01-Lesson 02_Deep Q-Networks

01. DQN Overview-WgiAvr7COR0.en.vtt

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01. From RL to Deep RL-7HLJ0uaR1F0.en.vtt

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01. From RL to Deep RL.html

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02. Deep Q-Networks.html

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03. Experience Replay-wX_-SZG-YMQ.en.vtt

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04. Fixed Q-Targets-SWpyiEezfp4.en.vtt

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05. Deep Q-Learning Algorithm-MqTXoCxQ_eY.en.vtt

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05. Deep Q-Learning Algorithm.html

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06. Coding Exercise.html

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07. Workspace.html

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08. Deep Q-Learning Improvements.html

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09. 10 Double DQN V2-PGCEMLujiGI.en.vtt

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09. Double DQN.html

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10. 10 Prioritized Experience Replay V1-cN8z-7Ze9L8.en.vtt

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11. 10 Dueling DQN V2-zZeHbPs39Ls.en.vtt

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11. Dueling DQN.html

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12. Rainbow.html

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13. Summary-x6JggcDTcys.en.vtt

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img

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index.html

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Part 02-Module 01-Lesson 03_Deep RL for Robotics

01. 01 Introduction RENDER V2-dfeawuScC7k.en.vtt

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01. Introduction.html

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02. 02 Welcome!-1oElWzRt-lU.en.vtt

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02. 03 Transitioning-BvDvxw8e0CY.en.vtt

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02. C++ for Robotics.html

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03. 03 CC API HSSC HS RENDER V3-a9-HdpCaYW4.en.vtt

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03. CC++ API.html

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04. Catch Sample.html

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05. Udacity Workspace.html

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06. Fruit Sample.html

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07. Rover Sample.html

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08. Arm Sample.html

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09. 09 Jetson TX2 Edits V1-M26z7vTti_g.en.vtt

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09. Jetson Overview-i56qM6NNW9A.en.vtt

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09. Jetson Overview-i56qM6NNW9A.mp4

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09. Jetson TX2.html

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10. 10 Summary HS V3-cb1FGgZIitc.en.vtt

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10. Summary.html

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img

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Part 02-Module 01-Lesson 04_Navigation

01. Unity ML-Agents.html

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02. The Environment - Introduction.html

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03. The Environment - Play.html

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04. Getting Started-ltz2GhFv04A.mp4

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04. The Environment - Explore.html

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05. Project Instructions.html

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06. Benchmark Implementation.html

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07. Not sure where to start.html

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08. Collaborate!.html

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09. Workspace.html

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10. (Optional) Challenge Learning from Pixels.html

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Project Description - Navigation.html

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Project Rubric - Navigation.html

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img

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Part 02-Module 02-Lesson 01_Opportunities in Deep Reinforcement Learning

01. Opportunities in DRL.html

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02. Meet the Careers Team.html

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03. Access Your Career Portal.html

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04. Your Udacity Professional Profile.html

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Part 02-Module 02-Lesson 02_Optimize Your GitHub Profile

01. Prove Your Skills With GitHub.html

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04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt

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04. Good GitHub repository.html

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05. Interview with Art - Part 1-ClLYamtaO-Q.ar.vtt

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06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt

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07. Quick Fixes #1.html

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08. Quick Fixes #2.html

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09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt

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10. Interview with Art - Part 2-Vvzl2J5K7-Y.ar.vtt

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11. Commit messages best practices.html

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12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt

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538 B

12. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.vtt

VTT

473 B

12. Reflect on your commit messages.html

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7.66 KB

13. Participating in open source projects-OxL-gMTizUA.ar.vtt

VTT

768 B

13. Participating in open source projects-OxL-gMTizUA.en.vtt

VTT

476 B

13. Participating in open source projects-OxL-gMTizUA.mp4

MP4

2.77 MB

13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt

VTT

551 B

13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt

VTT

438 B

13. Participating in open source projects.html

HTML

7.4 KB

14. Interview with Art - Part 3-M6PKr3S1rPg.ar.vtt

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5.33 KB

14. Interview with Art - Part 3-M6PKr3S1rPg.en.vtt

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4.1 KB

14. Interview with Art - Part 3-M6PKr3S1rPg.mp4

MP4

25.04 MB

14. Interview with Art - Part 3-M6PKr3S1rPg.pt-BR.vtt

VTT

4.56 KB

14. Interview with Art - Part 3-M6PKr3S1rPg.zh-CN.vtt

VTT

3.67 KB

14. Interview with Art - Part 3.html

HTML

7.05 KB

15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt

VTT

2.16 KB

15. Participating in open source projects 2-elZCLxVvJrY.en.vtt

VTT

1.46 KB

15. Participating in open source projects 2-elZCLxVvJrY.mp4

MP4

3.3 MB

15. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt

VTT

1.69 KB

15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt

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1.3 KB

15. Participating in open source projects 2.html

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7.15 KB

16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt

VTT

542 B

16. Starring interesting repositories-U3FUxkm1MxI.en.vtt

VTT

419 B

16. Starring interesting repositories-U3FUxkm1MxI.mp4

MP4

2.45 MB

16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt

VTT

460 B

16. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt

VTT

392 B

16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt

VTT

812 B

16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt

VTT

634 B

16. Starring interesting repositories-ZwMY5rAAd7Q.mp4

MP4

3.46 MB

16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt

VTT

705 B

16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt

VTT

556 B

16. Starring interesting repositories.html

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8.45 KB

17. Next Steps.html

HTML

7.48 KB

Project Description - Optimize Your GitHub Profile.html

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9.51 KB

Project Rubric - Optimize Your GitHub Profile.html

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8.97 KB

img

6485174133.gif	GIF	458.07 KB
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mat-leonard-circle.png	PNG	384.91 KB

index.html

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5.24 KB

Part 03-Module 01-Lesson 01_Study Plan

01. Study Plan.html

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6.63 KB

img

udacitylogo.jpg

JPG

107.33 KB

index.html

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3.45 KB

Part 03-Module 01-Lesson 02_Introduction to Policy-Based Methods

01. M3 L2 C01 V2-mMnhi8yzwKk.en.vtt

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3.84 KB

01. M3 L2 C01 V2-mMnhi8yzwKk.mp4

MP4

4.23 MB

01. Policy-Based Methods.html

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6 KB

02. M3 L2 C02 V1-v8tGjlc2aG4.en.vtt

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2.63 KB

02. M3 L2 C02 V1-v8tGjlc2aG4.mp4

MP4

2.69 MB

02. Policy Function Approximation.html

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5.94 KB

03. More on the Policy.html

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11.86 KB

04. Hill Climbing.html

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7.15 KB

04. M3 L2 C04 V3-5E86a0OyVyI.en.vtt

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5.77 KB

04. M3 L2 C04 V3-5E86a0OyVyI.mp4

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4.97 MB

05. Hill Climbing Pseudocode.html

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7.42 KB

05. M3 L2 C05 V1-0XzzqIXyax0.en.vtt

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1.79 KB

05. M3 L2 C05 V1-0XzzqIXyax0.mp4

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1.5 MB

06. Beyond Hill Climbing.html

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7.24 KB

06. M2L3 04 V1-QicxmyE5vTo.en.vtt

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5.35 KB

06. M2L3 04 V1-QicxmyE5vTo.mp4

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21.03 MB

06. M2L3 04 V1-QicxmyE5vTo.zh-CN.vtt

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4.62 KB

07. M3 L2 C07 V3-2poDljPvY58.en.vtt

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2.41 KB

07. M3 L2 C07 V3-2poDljPvY58.mp4

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2.07 MB

07. More Black-Box Optimization.html

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7.56 KB

08. Coding Exercise.html

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7.03 KB

09. Workspace.html

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6.22 KB

10. OpenAI Request for Research.html

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8.28 KB

11. M2L3 02 V2-ToS8vXGdODE.en.vtt

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9.07 KB

11. M2L3 02 V2-ToS8vXGdODE.mp4

MP4

32.51 MB

11. M2L3 02 V2-ToS8vXGdODE.zh-CN.vtt

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8.11 KB

11. Why Policy-Based Methods.html

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6.14 KB

12. Summary.html

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9.65 KB

img

cartpole.gif	GIF	327.08 KB
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screen-shot-2018-06-28-at-6.46.54-pm.png	PNG	134.55 KB
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screen-shot-2018-07-01-at-11.28.57-am.png	PNG	101.16 KB

index.html

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4.38 KB

Part 03-Module 01-Lesson 03_Policy Gradient Methods

01. M3L3 C01 V3-ZEhQRASU5O4.en.vtt

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5.24 KB

01. M3L3 C01 V3-ZEhQRASU5O4.mp4

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7.4 MB

01. What are Policy Gradient Methods.html

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9.07 KB

02. M3L3 C02 V6-zoOgRoaxGiU.en.vtt

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4.33 KB

02. M3L3 C02 V6-zoOgRoaxGiU.mp4

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6.51 MB

02. The Big Picture.html

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7.8 KB

03. Connections to Supervised Learning.html

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6.64 KB

03. M3L3 C03 V2-dJz_p4FKE-g.en.vtt

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4.42 KB

03. M3L3 C03 V2-dJz_p4FKE-g.mp4

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6.52 MB

04. M3L3 C04 V2-St9ftvMQ_ks.en.vtt

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3.29 KB

04. M3L3 C04 V2-St9ftvMQ_ks.mp4

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4.26 MB

04. Problem Setup.html

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7.26 KB

05. M3L3 C05 V2-o6CI2q3IXEs.en.vtt

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9.17 KB

05. M3L3 C05 V2-o6CI2q3IXEs.mp4

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9.15 MB

05. REINFORCE.html

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8.14 KB

06. (Optional) Derivation.html

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11.83 KB

07. Coding Exercise.html

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6.08 KB

08. Workspace.html

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5.96 KB

09. What's Next.html

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7.27 KB

10. Summary.html

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9.3 KB

img

350px-normal-distribution-pdf.png	PNG	18.76 KB
grad-descent.gif	GIF	8.3 MB
jupyter.png	PNG	36.85 KB
screen-shot-2018-07-17-at-4.44.10-pm.png	PNG	74.17 KB
screen-shot-2018-07-27-at-2.25.43-pm.png	PNG	550.79 KB

index.html

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4.15 KB

Part 03-Module 01-Lesson 04_Proximal Policy Optimization

01. Instructor Introduction-sokSgNtGj9Y.en.vtt

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1.29 KB

01. Instructor Introduction-sokSgNtGj9Y.mp4

MP4

3.24 MB

01. Instructor Introduction.html

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6.97 KB

02. Lesson Preview.html

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7.37 KB

02. Training an agent to play atari-pong!-w27mvWFBnvQ.mp4

MP4

337.4 KB

03. Beyond REINFORCE.html

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7.48 KB

04. Noise Reduction-GCGqT2knFJ0.en.vtt

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3.09 KB

04. Noise Reduction-GCGqT2knFJ0.mp4

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2.93 MB

04. Noise Reduction.html

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9.03 KB

05. Credit Assignment-tfZw1moB25Y.en.vtt

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1.56 KB

05. Credit Assignment-tfZw1moB25Y.mp4

MP4

1.7 MB

05. Credit Assignment.html

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8.13 KB

06. Policy Gradient Quiz.html

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10.77 KB

07. pong with REINFORCE (code walkthrough).html

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7.39 KB

07. pong with REINFORCE walkthrough-eKIjPrQWIgg.mp4

MP4

17.37 MB

08. pong with REINFORCE (workspace).html

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6.57 KB

09. Importance Sampling-cYPvWriOPIk.en.vtt

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5.42 KB

09. Importance Sampling-cYPvWriOPIk.mp4

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5.69 MB

09. Importance Sampling.html

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10.63 KB

10. PPO Part 1 The Surrogate Function-Y-boYZlpO7g.en.vtt

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3.22 KB

10. PPO Part 1 The Surrogate Function-Y-boYZlpO7g.mp4

MP4

3.27 MB

10. PPO part 1- The Surrogate Function.html

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9.31 KB

11. PPO Part 2 Clipping Policy Updates-NRzjGGX6c34.en.vtt

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5.72 KB

11. PPO Part 2 Clipping Policy Updates-NRzjGGX6c34.mp4

MP4

5.27 MB

11. PPO part 2- Clipping Policy Updates.html

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11.66 KB

12. PPO summary.html

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7.06 KB

12. TLPPO Summary V1-qRAUAAWA_kc.en.vtt

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1.29 KB

12. TLPPO Summary V1-qRAUAAWA_kc.mp4

MP4

1.23 MB

13. Pong with PPO walkthrough-XhfhR7Z01S0.mp4

MP4

8.34 MB

13. pong with PPO (code walkthrough).html

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7.16 KB

14. pong with PPO (workspace).html

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6.56 KB

img

clipped-surrogate-explained.png	PNG	50.12 KB
clipped-surrogate.png	PNG	55.54 KB
policy-reward-cliff.png	PNG	50.69 KB

index.html

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4.63 KB

Part 03-Module 01-Lesson 05_Actor-Critic Methods

01. Introduction.html	HTML	7.83 KB
01. M3L501 Introduction HS 1 V1-_OHo1pEaJcQ.mp4	MP4	8.05 MB
02. M3 L5 02 Motivation V1-dpFPlDtdxyQ.mp4	MP4	6.46 MB
02. Motivation.html	HTML	6.54 KB
03. Bias and Variance.html	HTML	6.58 KB
03. M3 L5 03 Bias And Variance V2-_vnkkwm46uU.mp4	MP4	5.69 MB
04. M3 L5 04 Two Ways For Estimating Expected Returns V3-2W6yIBDvfsQ.mp4	MP4	5.84 MB
04. Two Ways for Estimating Expected Returns.html	HTML	6.71 KB
05. Baselines and Critics.html	HTML	7.38 KB
05. M3 L5 05 Baselines And Critics V1-wqmqoiUuQHI.mp4	MP4	14.04 MB
06. M3 L5 06 Policybased Valuebased And ActorCritic V1-iyin896PNEc.mp4	MP4	16.85 MB
06. Policy-based, Value-Based, and Actor-Critic.html	HTML	6.72 KB
07. A Basic Actor-Critic Agent.html	HTML	8.62 KB
07. M3 L5 07 A Basic ActorCritic Agent V2-KdHQ24hBKho.mp4	MP4	3.95 MB
08. A3C Asynchronous Advantage Actor-Critic, N-step.html	HTML	6.77 KB
08. M3 L5 08 A3C Asynchronous Advantage ActorCritic V2-twNXFplIAP8.mp4	MP4	14.97 MB
09. A3C Asynchronous Advantage Actor-Critic, Parallel Training.html	HTML	6.82 KB
09. M3 L5 09 A3C Asynchronous Advantage ActorCritic Parallel Training V2-kKRbAKhjACo.mp4	MP4	3.77 MB
10. A3C Asynchronous Advantage Actor-Critic, Off- vs On-policy.html	HTML	7.05 KB
10. M3 L5 10 A3C Asynchronous Advantage ActorCritic Offpolicy Vs Onpolicy V1-AZiy5R0DESU.mp4	MP4	23.31 MB
11. A2C Advantage Actor-Critic.html	HTML	6.63 KB
11. M3 L5 11 A2C Advantage ActorCritic V2-fIWe3xA97DA.mp4	MP4	3.62 MB
12. A2C Code Walk-through.html	HTML	6.56 KB
12. A2c Export V1-LiUBJje2N0c.mp4	MP4	38.55 MB
13. GAE Generalized Advantage Estimation.html	HTML	6.91 KB
13. M3 L5 13 GAE Generalized Advantage Estimation V2-oLFocWp0dt0.mp4	MP4	11.33 MB
14. DDPG Deep Deterministic Policy Gradient, Continuous Actions.html	HTML	7.34 KB
14. M3 L5 14 DDPG Deep Deterministic Policy Gradient Continuous Actionspace V1-0NVOPIyrr98.mp4	MP4	7.85 MB
15. DDPG Deep Deterministic Policy Gradient, Soft Updates.html	HTML	6.79 KB
15. M3 L5 15 DDPG Deep Deterministic Policy Gradient Soft Updates V1-RT-HDnAVe9o.mp4	MP4	6.62 MB
16. DDPG Code Walk-through.html	HTML	6.57 KB
16. DDPG Export V1-08V9r3NgFSE.mp4	MP4	30.37 MB
17. M3L517 Summary HS 1 V1-rRuiMhijw_s.mp4	MP4	8.09 MB
17. Summary.html	HTML	7.18 KB
index.html	HTML	5.18 KB

Part 03-Module 01-Lesson 06_Deep RL for Finance (Optional)

01. Introduction.html	HTML	5.83 KB
01. M3L601 Introduction HS V1-Nn1PblFSnP8.mp4	MP4	2.99 MB
02. High Frequency Trading.html	HTML	5.88 KB
02. M3L602 High Frequency Trading HFT RENDER V2-oM1zZdZ-8fE.mp4	MP4	9.6 MB
03. Challenges of Supervised Learning.html	HTML	5.92 KB
03. M3L603 Challenges Of Supervised Learning RENDER V1-_hAPnbDtteM.mp4	MP4	9.82 MB
04. Advantages of RL for Trading.html	HTML	5.93 KB
04. M3L04 Advantages Of Reinforcemnt Learning For Trading RENDER V1-rqHL4BZocI8.mp4	MP4	10.36 MB
05. M3L606 Optimization SC PT1 V1-6NiRtFyA2DU.mp4	MP4	1.83 MB
05. Optimal Liquidation Problem - Part 1 - Introduction.html	HTML	5.91 KB
06. M3L607 Optimization SC PT2 V1-JzL66ZbTC9U.mp4	MP4	2.11 MB
06. Optimal Liquidation Problem - Part 2 - Market Impact.html	HTML	5.91 KB
07. M3L608 Optimization SC PT3 V1-3pN77gMg788.mp4	MP4	2.97 MB
07. Optimal Liquidation Problem - Part 3 - Price Model.html	HTML	5.91 KB
08. M3L609 Optimization SC PT4 V2-N2LP-wg1jEI.mp4	MP4	7.44 MB
08. Optimal Liquidation Problem - Part 4 - Expected Shortfall.html	HTML	5.92 KB
09. Almgren and Chriss Model.html	HTML	6.83 KB
09. M3L610 Almgren And Chriss Model SC V1-rokcEQ4LXbU.mp4	MP4	8.65 MB
10. M3L611 Trading Lists SC V1-cGT-ADpHR74.mp4	MP4	9.04 MB
10. Trading Lists.html	HTML	6.79 KB
11. M3L612 The Efficient Frontier V1-EwM7Ksbs-ds.mp4	MP4	8.25 MB
11. The Efficient Frontier.html	HTML	6.82 KB
12. DRL for Optimal Execution of Portfolio Transactions.html	HTML	6.65 KB
index.html	HTML	4.72 KB

Part 03-Module 01-Lesson 07_Continuous Control

01. Unity ML-Agents.html

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7.42 KB

02. The Environment - Introduction.html

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9.59 KB

03. The Environment - Real World.html

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7.74 KB

04. The Environment - Explore.html

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11.53 KB

04. Untitled-i2gVvXgOMnc.mp4

MP4

2.16 MB

05. Project Instructions.html

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8.06 KB

06. Benchmark Implementation.html

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11.99 KB

07. Not sure where to start.html

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8.61 KB

08. General Advice.html

HTML

7.54 KB

09. Collaborate!.html

HTML

8.34 KB

10. Workspace.html

HTML

6.38 KB

11. (Optional) Challenge Crawl.html

HTML

8.92 KB

Project Description - Continuous Control.html

HTML

8.43 KB

Project Rubric - Continuous Control.html

HTML

9.72 KB

img

2018-02-27-16-05-37.gif	GIF	1.31 MB
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crawler.png	PNG	638.11 KB
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image8.gif	GIF	26.54 MB
output.gif	GIF	28.28 MB
pic3.png	PNG	24.69 KB
reacher.gif	GIF	3.98 MB
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screen-shot-2018-05-03-at-9.10.50-am.png	PNG	86.98 KB
screen-shot-2018-07-11-at-11.19.56-am.png	PNG	224.55 KB
udacitylogo.jpg	JPG	107.33 KB
unity-wide.png	PNG	26.71 KB
unknown.png	PNG	13.65 KB

index.html

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4.5 KB

Part 03-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn

01. Get Opportunities with LinkedIn.html

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10.47 KB

01. Why Network-exjEm9Paszk.ar.vtt

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5.14 KB

01. Why Network-exjEm9Paszk.en.vtt

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3.4 KB

01. Why Network-exjEm9Paszk.es-MX.vtt

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3.2 KB

01. Why Network-exjEm9Paszk.mp4

MP4

17.37 MB

01. Why Network-exjEm9Paszk.pt-BR.vtt

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3.2 KB

01. Why Network-exjEm9Paszk.zh-CN.vtt

VTT

3.29 KB

02. Meet Chris-0ccflD9x5WU.ar.vtt

VTT

6.32 KB

02. Meet Chris-0ccflD9x5WU.en.vtt

VTT

4.89 KB

02. Meet Chris-0ccflD9x5WU.es-MX.vtt

VTT

4.52 KB

02. Meet Chris-0ccflD9x5WU.mp4

MP4

32.54 MB

02. Meet Chris-0ccflD9x5WU.pt-BR.vtt

VTT

4.47 KB

02. Meet Chris-0ccflD9x5WU.zh-CN.vtt

VTT

4.41 KB

02. Use Your Story to Stand Out.html

HTML

7.91 KB

03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt

VTT

5.13 KB

03. Elevator Pitch-S-nAHPrkQrQ.en.vtt

VTT

3.53 KB

03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt

VTT

3.56 KB

03. Elevator Pitch-S-nAHPrkQrQ.mp4

MP4

20.63 MB

03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt

VTT

3.47 KB

03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt

VTT

3.4 KB

03. Why Use an Elevator Pitch.html

HTML

6.53 KB

04. Create Your Elevator Pitch.html

HTML

7.53 KB

04. Elevator Pitch-0QtgTG49E9I.ar.vtt

VTT

2.28 KB

04. Elevator Pitch-0QtgTG49E9I.en.vtt

VTT

2.06 KB

04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt

VTT

1.99 KB

04. Elevator Pitch-0QtgTG49E9I.mp4

MP4

9.98 MB

04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt

VTT

1.94 KB

04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt

VTT

1.99 KB

04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt

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2.19 KB

04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt

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1.94 KB

04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt

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1.43 KB

04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4

MP4

8.93 MB

04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt

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1.4 KB

04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt

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1.74 KB

05. Use Your Elevator Pitch on LinkedIn.html

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8.98 KB

06. Create Your Profile With SEO In Mind.html

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8.72 KB

07. Profile Essentials.html

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10.5 KB

08. Work Experiences Accomplishments.html

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8.96 KB

09. Build and Strengthen Your Network.html

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9.87 KB

10. Reaching Out on LinkedIn.html

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8.61 KB

11. Boost Your Visibility.html

HTML

7.86 KB

12. Up Next.html

HTML

7.4 KB

Project Description - Improve Your LinkedIn Profile.html

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7.44 KB

Project Rubric - Improve Your LinkedIn Profile.html

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15.74 KB

img

profile-pics.jpg	JPG	595.62 KB
redacted-linkedinresults.png	PNG	230.77 KB
screen-shot-2018-02-23-at-5.00.25-pm.png	PNG	754.27 KB
screen-shot-2018-02-23-at-5.11.40-pm.png	PNG	200.67 KB
screen-shot-2018-09-21-at-11.36.43-am.png	PNG	1.67 MB
screen-shot-2018-09-21-at-12.02.03-pm.png	PNG	56.19 KB
speaking.png	PNG	17.08 KB

index.html

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4.82 KB

media

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Part 04-Module 01-Lesson 01_Study Plan

01. Study Plan.html

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5.96 KB

img

udacitylogo.jpg

JPG

107.33 KB

index.html

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3.45 KB

Part 04-Module 01-Lesson 02_Introduction to Multi-Agent RL

01. Introducing Chhavi.html	HTML	6.03 KB
01. M4 L2 C01 Introducing Chhavi HS V1-imuw8tOMed4.en.vtt	VTT	500 B
01. M4 L2 C01 Introducing Chhavi HS V1-imuw8tOMed4.mp4	MP4	774.91 KB
02. Introduction to Multi-Agent Systems.html	HTML	6.1 KB
02. M4 L2 C02 Introduction To Multi Agent Systems V1-ra-w63kzq6I.en.vtt	VTT	1.83 KB
02. M4 L2 C02 Introduction To Multi Agent Systems V1-ra-w63kzq6I.mp4	MP4	4 MB
03. M4 L2 C03 Motivation For Multi Agent Systems V1-i_s22qgQYL4.en.vtt	VTT	2.19 KB
03. M4 L2 C03 Motivation For Multi Agent Systems V1-i_s22qgQYL4.mp4	MP4	4.61 MB
03. Motivation for Multi-Agent Systems.html	HTML	6.1 KB
04. Applications of Multi-Agent Systems.html	HTML	6.1 KB
04. M4 L2 C04 Applications Of Multi Agent Systems V2-fw0G_gSDm6Q.en.vtt	VTT	1.55 KB
04. M4 L2 C04 Applications Of Multi Agent Systems V2-fw0G_gSDm6Q.mp4	MP4	2.73 MB
05. Benefits of Multi-Agent Systems.html	HTML	6.08 KB
05. M4 L2 C05 Benefits Of Multi Agent Systems V2-NXDv9cEZTaw.en.vtt	VTT	2.05 KB
05. M4 L2 C05 Benefits Of Multi Agent Systems V2-NXDv9cEZTaw.mp4	MP4	4.75 MB
06. M4 L2 C06 Markov Games 2 V1-Y9qq4Jqnwls.en.vtt	VTT	3.25 KB
06. M4 L2 C06 Markov Games 2 V1-Y9qq4Jqnwls.mp4	MP4	4.65 MB
06. Markov Games.html	HTML	6 KB
07. Markov Games.html	HTML	6.65 KB
08. Approaches to MARL.html	HTML	6.02 KB
08. M4 L2 C07 Approaches To MARL V1-uKV9AJykin0.en.vtt	VTT	2.76 KB
08. M4 L2 C07 Approaches To MARL V1-uKV9AJykin0.mp4	MP4	5.06 MB
09. Cooperation, Competition, Mixed Environments.html	HTML	6.15 KB
09. M4 L2 C08 Cooperation Competition Mixed Environments A V1-vx6PIH5_oFg.en.vtt	VTT	2 KB
09. M4 L2 C08 Cooperation Competition Mixed Environments A V1-vx6PIH5_oFg.mp4	MP4	5.87 MB
10. M4 L2 C09 Paper Description Part I HSAEG V1-nRKrQamUISs.en.vtt	VTT	823 B
10. M4 L2 C09 Paper Description Part I HSAEG V1-nRKrQamUISs.mp4	MP4	2.27 MB
10. Research Topics.html	HTML	6.05 KB
11. M4 L2 C10a Paper Description Part II V1-Ks9-TeCg3Fs.en.vtt	VTT	1.24 KB
11. M4 L2 C10a Paper Description Part II V1-Ks9-TeCg3Fs.mp4	MP4	2.89 MB
11. Paper Description, Part 1.html	HTML	6.6 KB
12. M4 L2 C10b Paper Description Part II V2-4hFAhtLJR5U.en.vtt	VTT	1.84 KB
12. M4 L2 C10b Paper Description Part II V2-4hFAhtLJR5U.mp4	MP4	2.58 MB
12. Paper Description, Part 2.html	HTML	6.06 KB
13. M4 L2 C11 Summary HS V1-yGPHGYHqjq8.en.vtt	VTT	1.59 KB
13. M4 L2 C11 Summary HS V1-yGPHGYHqjq8.mp4	MP4	4.2 MB
13. Summary.html	HTML	5.97 KB
14. Lab Instructions.html	HTML	8.85 KB
15. MADDPG - Lab.html	HTML	6.99 KB
index.html	HTML	4.69 KB

Part 04-Module 01-Lesson 03_Case Study AlphaZero

01. Alpha Zero Preview-Zzc1XJ1aJ-4.en.vtt	VTT	2.31 KB
01. Alpha Zero Preview-Zzc1XJ1aJ-4.mp4	MP4	6.76 MB
01. AlphaZero Preview.html	HTML	7.67 KB
02. Zero-Sum Game-uPw1dHVqdXQ.en.vtt	VTT	4.95 KB
02. Zero-Sum Game-uPw1dHVqdXQ.mp4	MP4	4.86 MB
02. Zero-Sum Game.html	HTML	5.62 KB
03. Monte Carlo Tree Search 1 - Random Sampling-wn2B3j_Qz6E.en.vtt	VTT	6.21 KB
03. Monte Carlo Tree Search 1 - Random Sampling-wn2B3j_Qz6E.mp4	MP4	6.31 MB
03. Monte Carlo Tree Search 1 - Random Sampling.html	HTML	5.83 KB
04. Monte Carlo Tree Search 2 - Expansion and Back-propagation-H34Wtk1iNDY.en.vtt	VTT	6.04 KB
04. Monte Carlo Tree Search 2 - Expansion and Back-propagation-H34Wtk1iNDY.mp4	MP4	6.78 MB
04. Monte Carlo Tree Search 2 - Expansion and Back-propagation.html	HTML	5.93 KB
05. AlphaZero 1 Guided Tree Search-LinuRy47xbw.en.vtt	VTT	7.26 KB
05. AlphaZero 1 Guided Tree Search-LinuRy47xbw.mp4	MP4	8.02 MB
05. AlphaZero 1 Guided Tree Search.html	HTML	5.74 KB
06. Alpha Zero 2 Self-Play Training-wl1qfPXqRuQ.en.vtt	VTT	4.74 KB
06. Alpha Zero 2 Self-Play Training-wl1qfPXqRuQ.mp4	MP4	5.14 MB
06. AlphaZero 2 Self-Play Training.html	HTML	5.75 KB
07. Alphazero python classes walkthrough-hKnBQvtJ_zQ.en.vtt	VTT	13.43 KB
07. Alphazero python classes walkthrough-hKnBQvtJ_zQ.mp4	MP4	26.9 MB
07. TicTacToe using AlphaZero - notebook walkthrough-uUFuBscf98I.en.vtt	VTT	20.05 KB
07. TicTacToe using AlphaZero - notebook walkthrough-uUFuBscf98I.mp4	MP4	29.33 MB
07. TicTacToe using AlphaZero - walkthrough.html	HTML	6.36 KB
08. TicTacToe using AlphaZero - Workspace.html	HTML	6.2 KB
09. Advanced TicTacToe using AlphaZero.html	HTML	7.05 KB
09. Alphazero advanced tictactoe walkthrough-MOIk_BbCjRw.en.vtt	VTT	8.69 KB
09. Alphazero advanced tictactoe walkthrough-MOIk_BbCjRw.mp4	MP4	14.23 MB
index.html	HTML	4.36 KB

Part 04-Module 01-Lesson 04_Collaboration and Competition

01. Unity ML-Agents.html

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7.16 KB

02. The Environment - Introduction.html

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7.81 KB

03. The Environment - Explore.html

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10.52 KB

03. Untitled-kxDvrkg8ep0.mp4

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1.48 MB

04. Project Instructions.html

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7.8 KB

05. Benchmark Implementation.html

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7.66 KB

06. Collaborate!.html

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8.09 KB

07. Workspace.html

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6.13 KB

08. (Optional) Challenge Play Soccer.html

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8.62 KB

Project Description - Collaboration and Competition.html

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7.49 KB

Project Rubric - Collaboration and Competition.html

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9.29 KB

img

2018-02-27-16-05-37.gif	GIF	1.31 MB
849-1234251683jkyt.jpg	JPG	161.07 KB
screen-shot-2018-08-16-at-4.37.07-pm.png	PNG	301.62 KB
soccer.png	PNG	801.98 KB
tennis.png	PNG	120.36 KB
unity-wide.png	PNG	26.71 KB
we-can-do-it-poster-1393770492mjo.jpg	JPG	380.95 KB

index.html

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4.33 KB

Part 05-Module 01-Lesson 01_Dynamic Programming

01. Introduction-ek2PD9RDrWw.en.vtt

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1.04 KB

01. Introduction-ek2PD9RDrWw.mp4

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6.18 MB

01. Introduction-ek2PD9RDrWw.pt-BR.vtt

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1.09 KB

01. Introduction-ek2PD9RDrWw.zh-CN.vtt

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883 B

01. Introduction.html

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7.98 KB

02. OpenAI Gym FrozenLakeEnv.html

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10.42 KB

03. Your Workspace.html

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9.92 KB

04. Another Gridworld Example-n9SbomnLb-U.en.vtt

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2.04 KB

04. Another Gridworld Example-n9SbomnLb-U.mp4

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4.69 MB

04. Another Gridworld Example-n9SbomnLb-U.pt-BR.vtt

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2.16 KB

04. Another Gridworld Example-n9SbomnLb-U.zh-CN.vtt

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1.65 KB

04. Another Gridworld Example.html

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7.91 KB

05. An Iterative Method, Part 1.html

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7.4 KB

05. An Iterative Method-AX-hG3KvwzY.en.vtt

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7.5 KB

05. An Iterative Method-AX-hG3KvwzY.mp4

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27.57 MB

05. An Iterative Method-AX-hG3KvwzY.pt-BR.vtt

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8.24 KB

05. An Iterative Method-AX-hG3KvwzY.zh-CN.vtt

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6.27 KB

06. An Iterative Method, Part 2.html

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13.32 KB

07. Quiz An Iterative Method.html

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11.56 KB

08. Iterative Policy Evaluation-eDXIL_oOJHI.en.vtt

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08. Iterative Policy Evaluation-eDXIL_oOJHI.mp4

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26.59 MB

08. Iterative Policy Evaluation-eDXIL_oOJHI.pt-BR.vtt

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7.42 KB

08. Iterative Policy Evaluation-eDXIL_oOJHI.zh-CN.vtt

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6.02 KB

08. Iterative Policy Evaluation.html

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7.44 KB

09. Implementation.html

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12.75 KB

10. Mini Project DP (Parts 0 and 1).html

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7.81 KB

11. Action Values.html

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12.16 KB

12. Implementation.html

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9.1 KB

13. Mini Project DP (Part 2).html

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7.79 KB

14. Policy Improvement-4_adUEK0IHg.en.vtt

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8.1 KB

14. Policy Improvement-4_adUEK0IHg.mp4

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30.38 MB

14. Policy Improvement-4_adUEK0IHg.pt-BR.vtt

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8.94 KB

14. Policy Improvement-4_adUEK0IHg.zh-CN.vtt

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6.9 KB

14. Policy Improvement.html

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7.37 KB

15. Implementation.html

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9.78 KB

16. Mini Project DP (Part 3).html

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7.79 KB

17. Policy Iteration-gqv7o1kBDc0.en.vtt

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2.08 KB

17. Policy Iteration-gqv7o1kBDc0.mp4

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8.14 MB

17. Policy Iteration-gqv7o1kBDc0.pt-BR.vtt

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2.37 KB

17. Policy Iteration-gqv7o1kBDc0.zh-CN.vtt

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1.75 KB

17. Policy Iteration.html

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7.36 KB

18. Implementation.html

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8.26 KB

19. Mini Project DP (Part 4).html

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7.79 KB

20. Truncated Policy Iteration-a-RvCxlPMho.en.vtt

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3.39 KB

20. Truncated Policy Iteration-a-RvCxlPMho.mp4

MP4

14.13 MB

20. Truncated Policy Iteration-a-RvCxlPMho.pt-BR.vtt

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3.74 KB

20. Truncated Policy Iteration-a-RvCxlPMho.zh-CN.vtt

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2.9 KB

20. Truncated Policy Iteration.html

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7.43 KB

21. Implementation.html

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9.86 KB

22. Mini Project DP (Part 5).html

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7.79 KB

23. Value Iteration-XNeQn8N36y8.en.vtt

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4.18 KB

23. Value Iteration-XNeQn8N36y8.mp4

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15.65 MB

23. Value Iteration-XNeQn8N36y8.pt-BR.vtt

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4.47 KB

23. Value Iteration-XNeQn8N36y8.zh-CN.vtt

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3.42 KB

23. Value Iteration.html

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7.35 KB

24. Implementation.html

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10.11 KB

25. Mini Project DP (Part 6).html

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7.79 KB

26. Check Your Understanding.html

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10.61 KB

27. Summary.html

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13.88 KB

img

actionvalue.png	PNG	628.42 KB
est-action.png	PNG	150.55 KB
frozen-lake-6.jpg	JPG	1.5 MB
improve.png	PNG	124.46 KB
iteration.png	PNG	241.36 KB
policy-eval.png	PNG	259.66 KB
screen-shot-2017-09-26-at-11.03.16-pm.png	PNG	259.66 KB
screen-shot-2017-09-26-at-2.18.38-pm.png	PNG	405.83 KB
screen-shot-2017-09-26-at-4.22.09-pm.png	PNG	219.33 KB
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screen-shot-2017-12-17-at-9.41.03-am.png	PNG	158.23 KB
statevalue.png	PNG	1000.89 KB
truncated-eval.png	PNG	225.19 KB
truncated-iter.png	PNG	274 KB
value-iteration.png	PNG	381.24 KB

index.html

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5.54 KB

Part 06-Module 01-Lesson 01_Neural Networks

01. Introducing Luis.html

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6.89 KB

02. Why Neural Networks-zAkzOZntK6Y.en.vtt

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1.38 KB

02. Why Neural Networks-zAkzOZntK6Y.mp4

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982.27 KB

02. Why Neural Networks-zAkzOZntK6Y.pt-BR.vtt

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1.27 KB

02. Why Neural Networks-zAkzOZntK6Y.zh-CN.vtt

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1.18 KB

02. Why Neural Networks.html

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6.48 KB

03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt

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3.02 KB

03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4

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2.83 MB

03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt

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3.34 KB

03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt

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2.76 KB

03. Combinando modelos-Boy3zHVrWB4.en.vtt

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5.29 KB

03. Combinando modelos-Boy3zHVrWB4.mp4

MP4

4.73 MB

03. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt

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5.29 KB

03. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt

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4.61 KB

03. Layers-pg99FkXYK0M.en.vtt

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3.4 KB

03. Layers-pg99FkXYK0M.mp4

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3.11 MB

03. Layers-pg99FkXYK0M.pt-BR.vtt

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3.29 KB

03. Layers-pg99FkXYK0M.zh-CN.vtt

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3.04 KB

03. Multiclass Classification-uNTtvxwfox0.en.vtt

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2.08 KB

03. Multiclass Classification-uNTtvxwfox0.mp4

MP4

1.88 MB

03. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt

VTT

2.12 KB

03. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt

VTT

1.82 KB

03. Neural Network Architecture.html

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11.1 KB

04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt

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6.17 KB

04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4

MP4

5.33 MB

04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt

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6.76 KB

04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt

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5.33 KB

04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt

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1.97 KB

04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4

MP4

1.72 MB

04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt

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2.12 KB

04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt

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1.69 KB

04. Feedforward.html

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7.73 KB

05. Backpropagation V2-1SmY3TZTyUk.en.vtt

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7.21 KB

05. Backpropagation V2-1SmY3TZTyUk.mp4

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6.52 MB

05. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt

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7.17 KB

05. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt

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6.39 KB

05. Backpropagation.html

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10.55 KB

05. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt

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3.41 KB

05. Calculating The Gradient 1 -tVuZDbUrzzI.mp4

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3.31 MB

05. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt

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3.44 KB

05. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt

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2.88 KB

05. Chain Rule-YAhIBOnbt54.en.vtt

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1.65 KB

05. Chain Rule-YAhIBOnbt54.mp4

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1.46 MB

05. Chain Rule-YAhIBOnbt54.pt-BR.vtt

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1.73 KB

05. Chain Rule-YAhIBOnbt54.zh-CN.vtt

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1.42 KB

05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt

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6.16 KB

05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4

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5.69 MB

05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt

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6.5 KB

05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt

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5.05 KB

06. Training Optimization-UiGKhx9pUYc.en.vtt

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824 B

06. Training Optimization-UiGKhx9pUYc.mp4

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2.96 MB

06. Training Optimization-UiGKhx9pUYc.pt-BR.vtt

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874 B

06. Training Optimization-UiGKhx9pUYc.zh-CN.vtt

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840 B

06. Training Optimization.html

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6.48 KB

07. Testing-EeBZpb-PSac.en.vtt

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2.41 KB

07. Testing-EeBZpb-PSac.mp4

MP4

2 MB

07. Testing-EeBZpb-PSac.pt-BR.vtt

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2.37 KB

07. Testing-EeBZpb-PSac.zh-CN.vtt

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1.99 KB

07. Testing.html

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6.38 KB

08. Overfitting and Underfitting.html

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6.53 KB

08. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt

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7.49 KB

08. Underfitting And Overfitting-xj4PlXMsN-Y.mp4

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6.42 MB

08. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt

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8.15 KB

08. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt

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6.54 KB

09. Early Stopping.html

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6.47 KB

09. Model Complexity Graph-NnS0FJyVcDQ.en.vtt

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5.32 KB

09. Model Complexity Graph-NnS0FJyVcDQ.mp4

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4.9 MB

09. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt

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5.52 KB

09. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt

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4.65 KB

10. DL 53 Q Regularization-KxROxcRsHL8.en.vtt

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10. DL 53 Q Regularization-KxROxcRsHL8.mp4

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1.01 MB

10. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt

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1.16 KB

10. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt

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1.02 KB

10. Regularization.html

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7.5 KB

11. Regularization 2.html

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6.43 KB

11. Regularization-ndYnUrx8xvs.en.vtt

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11. Regularization-ndYnUrx8xvs.mp4

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7.57 MB

11. Regularization-ndYnUrx8xvs.pt-BR.vtt

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8.78 KB

11. Regularization-ndYnUrx8xvs.zh-CN.vtt

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6.96 KB

12. Dropout-Ty6K6YiGdBs.en.vtt

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12. Dropout-Ty6K6YiGdBs.mp4

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4.22 MB

12. Dropout-Ty6K6YiGdBs.pt-BR.vtt

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12. Dropout.html

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13. Local Minima-gF_sW_nY-xw.en.vtt

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13. Local Minima-gF_sW_nY-xw.mp4

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13. Local Minima.html

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14. Vanishing Gradient-W_JJm_5syFw.en.vtt

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14. Vanishing Gradient-W_JJm_5syFw.mp4

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1.32 MB

14. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt

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14. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt

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1.24 KB

14. Vanishing Gradient.html

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6.46 KB

15. Other Activation Functions-kA-1vUt6cvQ.en.vtt

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15. Other Activation Functions-kA-1vUt6cvQ.mp4

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2.3 MB

15. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt

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2.55 KB

15. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt

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15. Other Activation Functions.html

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6.81 KB

16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt

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4.64 KB

16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4

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3.95 MB

16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt

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4.63 KB

16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt

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4.1 KB

16. Batch vs Stochastic Gradient Descent.html

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6.58 KB

17. Learning Rate Decay.html

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6.43 KB

17. Learning Rate-TwJ8aSZoh2U.en.vtt

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17. Learning Rate-TwJ8aSZoh2U.mp4

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17. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt

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17. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt

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18. Random Restart-idyBBCzXiqg.en.vtt

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466 B

18. Random Restart-idyBBCzXiqg.mp4

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394.99 KB

18. Random Restart-idyBBCzXiqg.pt-BR.vtt

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478 B

18. Random Restart-idyBBCzXiqg.zh-CN.vtt

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419 B

18. Random Restart.html

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19. Momentum-r-rYz_PEWC8.en.vtt

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19. Momentum-r-rYz_PEWC8.mp4

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2.14 MB

19. Momentum-r-rYz_PEWC8.pt-BR.vtt

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19. Momentum-r-rYz_PEWC8.zh-CN.vtt

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2.21 KB

19. Momentum.html

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6.39 KB

img

luis-circle.png	PNG	1.04 MB
regularization-quiz.png	PNG	87.9 KB
sigmoid-derivative.gif	GIF	2.09 KB

index.html

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4.81 KB

Part 06-Module 01-Lesson 02_Convolutional Neural Networks

01. Introducing Cezanne.html

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8.13 KB

02. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.en.vtt

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02. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.mp4

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5.03 MB

02. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.zh-CN.vtt

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02. Lesson Outline and Data.html

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03. CNN Architecture, VGG-16.html

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10.47 KB

04. Convolutional Layers (Part 2)-LX-yVob3c28.en.vtt

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04. Convolutional Layers (Part 2)-LX-yVob3c28.mp4

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19.85 MB

04. Convolutional Layers (Part 2)-LX-yVob3c28.zh-CN.vtt

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04. Convolutional Layers.html

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7.59 KB

05. Defining Layers in PyTorch.html

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06. Notebook Visualizing a Convolutional Layer.html

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8.12 KB

07. Pooling, VGG-16 Architecture.html

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8.93 KB

08. Pooling Layers-OkkIZNs7Cyc.en.vtt

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08. Pooling Layers-OkkIZNs7Cyc.mp4

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5.82 MB

08. Pooling Layers-OkkIZNs7Cyc.pt-BR.vtt

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5.81 KB

08. Pooling Layers-OkkIZNs7Cyc.zh-CN.vtt

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4.64 KB

08. Pooling Layers.html

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7.9 KB

09. Notebook Visualizing a Pooling Layer.html

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8.1 KB

10. Fully-Connected Layers, VGG-16.html

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10.7 KB

11. Notebook Visualizing FashionMNIST.html

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8.1 KB

12. Training in PyTorch.html

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10.02 KB

13. Notebook Fashion MNIST Training Exercise.html

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8.11 KB

14. Notebook FashionMNIST, Solution 1.html

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8.1 KB

15. Dropout-Ty6K6YiGdBs.en.vtt

VTT

4.71 KB

15. Dropout-Ty6K6YiGdBs.mp4

MP4

4.22 MB

15. Dropout-Ty6K6YiGdBs.pt-BR.vtt

VTT

4.66 KB

15. Dropout-Ty6K6YiGdBs.zh-CN.vtt

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4.06 KB

15. Review Dropout.html

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10.36 KB

15. 动量-r-rYz_PEWC8.en.vtt

VTT

2.5 KB

15. 动量-r-rYz_PEWC8.mp4

MP4

2.14 MB

15. 动量-r-rYz_PEWC8.pt-BR.vtt

VTT

2.7 KB

15. 动量-r-rYz_PEWC8.zh-CN.vtt

VTT

2.21 KB

16. Notebook FashionMNIST, Solution 2.html

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8.1 KB

17. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.en.vtt

VTT

2.91 KB

17. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.mp4

MP4

4.54 MB

17. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.zh-CN.vtt

VTT

2.47 KB

17. Feature Visualization.html

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7.62 KB

18. 05 Feature Maps V1RENDER V3-oRhsJHHWtu8.en.vtt

VTT

1.9 KB

18. 05 Feature Maps V1RENDER V3-oRhsJHHWtu8.mp4

MP4

2.84 MB

18. 05 Feature Maps V1RENDER V3-oRhsJHHWtu8.zh-CN.vtt

VTT

1.75 KB

18. Feature Maps.html

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7.56 KB

19. 06 First Convolutional Layer T1 V1 RENDER V2-hIHDMWVSfsM.en.vtt

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3.4 KB

19. 06 First Convolutional Layer T1 V1 RENDER V2-hIHDMWVSfsM.mp4

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9.51 MB

19. 06 First Convolutional Layer T1 V1 RENDER V2-hIHDMWVSfsM.zh-CN.vtt

VTT

3.01 KB

19. First Convolutional Layer.html

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7.66 KB

20. Visualizing CNNs (Part 2).html

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14.47 KB

21. 10 Visualizing Activations V1 RENDER V2-CJLNTOXqt3I.en.vtt

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1.43 KB

21. 10 Visualizing Activations V1 RENDER V2-CJLNTOXqt3I.mp4

MP4

3.35 MB

21. 10 Visualizing Activations V1 RENDER V2-CJLNTOXqt3I.zh-CN.vtt

VTT

1.26 KB

21. Visualizing Activations.html

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8.02 KB

22. Notebook Feature Viz for FashionMNIST.html

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8.11 KB

23. Notebook Visualize Your Net Layers.html

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8.1 KB

24. Last Feature Vector and t-SNE.html

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14.88 KB

25. Occlusion, Saliency, and Guided Backpropagation.html

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12.39 KB

26. 20 Summary Of Feature Viz V2 RENDER V2-r2LBoEkXskU.en.vtt

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1.8 KB

26. 20 Summary Of Feature Viz V2 RENDER V2-r2LBoEkXskU.mp4

MP4

3.49 MB

26. 20 Summary Of Feature Viz V2 RENDER V2-r2LBoEkXskU.zh-CN.vtt

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1.48 KB

26. Summary of Feature Viz.html

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11.67 KB

img

alexis.jpg	JPG	313.46 KB
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vgg-16.png	PNG	172.87 KB

index.html

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5.86 KB

Part 06-Module 01-Lesson 03_Deep Learning with PyTorch

01. Introducing Mat.html

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6 KB

02. Introducing PyTorch.html

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7.25 KB

03. Part 1 V2-n4mbZYIfKb4.en.vtt

VTT

10.47 KB

03. Part 1 V2-n4mbZYIfKb4.mp4

MP4

13.81 MB

03. Part 1 V2-n4mbZYIfKb4.pt-BR.vtt

VTT

9.38 KB

03. Part 1 V2-n4mbZYIfKb4.zh-CN.vtt

VTT

8.57 KB

03. PyTorch Tensors.html

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6.56 KB

04. Defining Networks.html

HTML

6.58 KB

04. Py Part 2 V1-u50_ZyKqt8g.en.vtt

VTT

22.87 KB

04. Py Part 2 V1-u50_ZyKqt8g.mp4

MP4

34.58 MB

04. Py Part 2 V1-u50_ZyKqt8g.pt-BR.vtt

VTT

22.06 KB

04. Py Part 2 V1-u50_ZyKqt8g.zh-CN.vtt

VTT

18.59 KB

05. Py Part 3 V2-u8hDj5aJK6I.en.vtt

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17.71 KB

05. Py Part 3 V2-u8hDj5aJK6I.mp4

MP4

28.37 MB

05. Py Part 3 V2-u8hDj5aJK6I.pt-BR.vtt

VTT

16.67 KB

05. Py Part 3 V2-u8hDj5aJK6I.zh-CN.vtt

VTT

14.56 KB

05. Training Networks.html

HTML

6.58 KB

06. Fashion-MNIST Exercise.html

HTML

6.61 KB

06. PyTorch - Part 4-AEJV_RKZ7VU.en.vtt

VTT

2.26 KB

06. PyTorch - Part 4-AEJV_RKZ7VU.mp4

MP4

3.32 MB

06. PyTorch - Part 4-AEJV_RKZ7VU.pt-BR.vtt

VTT

2.19 KB

06. PyTorch - Part 4-AEJV_RKZ7VU.zh-CN.vtt

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1.91 KB

07. Inference Validation.html

HTML

6.59 KB

07. Py Part 5 V2-coBbbrGZXI0.en.vtt

VTT

17.41 KB

07. Py Part 5 V2-coBbbrGZXI0.mp4

MP4

27.08 MB

07. Py Part 5 V2-coBbbrGZXI0.pt-BR.vtt

VTT

17.58 KB

07. Py Part 5 V2-coBbbrGZXI0.zh-CN.vtt

VTT

13.89 KB

08. Py Part 6 V1-HiTih59dCWQ.en.vtt

VTT

7.76 KB

08. Py Part 6 V1-HiTih59dCWQ.mp4

MP4

15.94 MB

08. Py Part 6 V1-HiTih59dCWQ.pt-BR.vtt

VTT

7.95 KB

08. Saving and Loading Trained Networks.html

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6.5 KB

09. Loading Data Sets with Torchvision.html

HTML

6.63 KB

09. PyTorch - Part 7-hFu7GTfRWks.en.vtt

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10.67 KB

09. PyTorch - Part 7-hFu7GTfRWks.mp4

MP4

14.62 MB

09. PyTorch - Part 7-hFu7GTfRWks.pt-BR.vtt

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10.86 KB

09. PyTorch - Part 7-hFu7GTfRWks.zh-CN.vtt

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8.56 KB

10. Py Part 8 V1-3eqn5sgCOsY.en.vtt

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12.79 KB

10. Py Part 8 V1-3eqn5sgCOsY.mp4

MP4

24.88 MB

10. Py Part 8 V1-3eqn5sgCOsY.pt-BR.vtt

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13.51 KB

10. Py Part 8 V1-3eqn5sgCOsY.zh-CN.vtt

VTT

10.69 KB

10. Transfer Learning.html

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6.58 KB

img

mat-leonard-circle.png

PNG

384.91 KB

index.html

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4.24 KB

Part 07-Module 01-Lesson 01_Cloud Computing

01. Overview.html

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5.7 KB

02. Create an AWS Account.html

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5.89 KB

03. Get Access to GPU Instances.html

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8.57 KB

04. Apply Credits.html

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6.66 KB

05. Launch an Instance.html

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12.53 KB

06. Login to the Instance.html

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6.91 KB

07. Test the Instance.html

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7.12 KB

img

aws-add-sec-group.png	PNG	41.71 KB
aws-create-account.png	PNG	13.5 KB
aws-inst-stats.png	PNG	24.34 KB
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launch-instance.png	PNG	22.52 KB
launch.png	PNG	8.9 KB
p2-limit-increase.png	PNG	188.22 KB
p2xlarge-limit-request.png	PNG	129.66 KB
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ud272-l2-16-10-aws-account.png	PNG	241.52 KB

index.html

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3.92 KB

Part 07-Module 01-Lesson 02_Udacity Workspaces

01. Overview.html

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5.28 KB

02. Introduction to Workspaces.html

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11.79 KB

03. Workspaces Best Practices.html

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9.16 KB

img

jupyter-logo.png	PNG	5.78 KB
workspaces-jupyter.png	PNG	83.54 KB
workspaces-menu.png	PNG	93.96 KB
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workspaces-notebook.png	PNG	142.9 KB
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index.html

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3.64 KB

Part 08-Module 01-Lesson 01_C++ Getting Started

01. Introduction-ahoiVrq4qAk.en.vtt

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1.6 KB

01. Introduction-ahoiVrq4qAk.mp4

MP4

6.03 MB

01. Introduction-ahoiVrq4qAk.zh-CN.vtt

VTT

1.44 KB

01. Introduction.html

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6.67 KB

02. Lesson Overview C++-lR3PH3bL-9U.en.vtt

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1.91 KB

02. Lesson Overview C++-lR3PH3bL-9U.mp4

MP4

7.4 MB

02. Lesson Overview C++-lR3PH3bL-9U.zh-CN.vtt

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1.67 KB

02. Lesson Overview.html

HTML

8.98 KB

02. Nd113 C3 L1 04 L Lesson Overview 2 V1-DjT2E23xhj8.en.vtt

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1.46 KB

02. Nd113 C3 L1 04 L Lesson Overview 2 V1-DjT2E23xhj8.mp4

MP4

5.85 MB

02. Nd113 C3 L1 04 L Lesson Overview 2 V1-DjT2E23xhj8.zh-CN.vtt

VTT

1.3 KB

03. Elecia White.html

HTML

7.77 KB

04. Why C++-_t4ZvwfnuCA.en.vtt

VTT

2.67 KB

04. Why C++-_t4ZvwfnuCA.mp4

MP4

11.98 MB

04. Why C++-_t4ZvwfnuCA.zh-CN.vtt

VTT

2.41 KB

04. Why C++.html

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6.64 KB

05. Python and C++ Comparison.html

HTML

12.6 KB

06. Static Vs Dynamic Typing-D7v6iIAORkE.en.vtt

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2.74 KB

06. Static Vs Dynamic Typing-D7v6iIAORkE.mp4

MP4

10.49 MB

06. Static Vs Dynamic Typing-D7v6iIAORkE.zh-CN.vtt

VTT

2.51 KB

06. Static vs Dynamic Typing.html

HTML

6.74 KB

07. C++ - A Statically Typed Language.html

HTML

11.06 KB

08. Basic Data Types.html

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10.24 KB

09. Floating versus Double [demonstration].html

HTML

11.6 KB

10. Doubles Are Bigger-uhwTWgmM2iY.en.vtt

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1.36 KB

10. Doubles Are Bigger-uhwTWgmM2iY.mp4

MP4

5.13 MB

10. Doubles Are Bigger-uhwTWgmM2iY.zh-CN.vtt

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1.4 KB

10. Doubles are Bigger.html

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6.7 KB

11. Common Errors and Error Messages.html

HTML

14.41 KB

12. C++ Functions.html

HTML

10.05 KB

13. Anatomy of a Function.html

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12.85 KB

14. Multiple Outputs.html

HTML

8.13 KB

15. Two Functions Same Name-0ZF649G58l4.en.vtt

VTT

1.52 KB

15. Two Functions Same Name-0ZF649G58l4.mp4

MP4

6.09 MB

15. Two Functions Same Name-0ZF649G58l4.zh-CN.vtt

VTT

1.37 KB

15. Two Functions Same Name-9SgmzOfBmRU.en.vtt

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2.85 KB

15. Two Functions Same Name-9SgmzOfBmRU.mp4

MP4

13.16 MB

15. Two Functions Same Name-9SgmzOfBmRU.zh-CN.vtt

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2.65 KB

15. Two Functions Same Name.html

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9.22 KB

16. Function Signatures 1-T6kQ_4w98IQ.en.vtt

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2.6 KB

16. Function Signatures 1-T6kQ_4w98IQ.mp4

MP4

11.65 MB

16. Function Signatures 1-T6kQ_4w98IQ.zh-CN.vtt

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2.44 KB

16. Function Signatures 1.html

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8.03 KB

17. Function Signatures 2-Sx4AWTmXl2U.en.vtt

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1.56 KB

17. Function Signatures 2-Sx4AWTmXl2U.mp4

MP4

8.1 MB

17. Function Signatures 2-Sx4AWTmXl2U.zh-CN.vtt

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1.4 KB

17. Function Signatures 2.html

HTML

7.65 KB

17. Function Signatures 3 V1-U3QAFb3AS1M.en.vtt

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583 B

17. Function Signatures 3 V1-U3QAFb3AS1M.mp4

MP4

2.2 MB

17. Function Signatures 3 V1-U3QAFb3AS1M.zh-CN.vtt

VTT

515 B

18. If and Boolean Logic.html

HTML

17.37 KB

19. While and For Loops.html

HTML

12.13 KB

20. Switch Statement.html

HTML

13.37 KB

21. Libraries.html

HTML

12.62 KB

22. Forge on!.html

HTML

6.73 KB

22. Nd113 C Basics Last Video V1-dtu-RXovl0U.en.vtt

VTT

593 B

22. Nd113 C Basics Last Video V1-dtu-RXovl0U.mp4

MP4

1.63 MB

22. Nd113 C Basics Last Video V1-dtu-RXovl0U.zh-CN.vtt

VTT

572 B

img

copy-of-template-1.png	PNG	59.7 KB
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switch.png	PNG	122.84 KB
while.png	PNG	56.8 KB

index.html

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5.11 KB

Part 08-Module 01-Lesson 02_C++ Vectors

01. C++ Vectors.html

HTML

9.84 KB

02. Namespaces.html

HTML

11.31 KB

03. Python Lists vs. C++ Vectors.html

HTML

6.48 KB

04. Initializing Vector Values.html

HTML

8.92 KB

05. Vector Methods.html

HTML

6.93 KB

06. Vectors and For Loops.html

HTML

11.48 KB

07. Math and Vectors.html

HTML

8.39 KB

08. 1D Vector Playground.html

HTML

11.01 KB

09. 2D Vectors.html

HTML

8.95 KB

10. 2D Vectors and For Loops.html

HTML

6.63 KB

11. 2D Vector Playground.html

HTML

8.88 KB

12. Next Lesson.html

HTML

5.7 KB

img

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	vectors.png	PNG	56.36 KB

index.html

HTML

4.29 KB

Part 08-Module 01-Lesson 03_Practical C++

01. Introduction To Compilation-dyzGEB8YDGg.en.vtt	VTT	4.74 KB
01. Introduction To Compilation-dyzGEB8YDGg.mp4	MP4	7.96 MB
01. Introduction To Compilation-dyzGEB8YDGg.zh-CN.vtt	VTT	4.31 KB
01. Introduction to Compilation.html	HTML	7.55 KB
02. Running Code Locally.html	HTML	12.56 KB
03. C++ Versions.html	HTML	9.24 KB
04. Structuring Functions and File Organization.html	HTML	15.35 KB
05. Input and Output.html	HTML	6.78 KB
06. Reading in Text Files.html	HTML	12.58 KB
07. Outputting to Text Files.html	HTML	7.79 KB
08. Exercises.html	HTML	7.79 KB
index.html	HTML	4.05 KB

Part 08-Module 01-Lesson 04_C++ Object Oriented Programming

01. Introduction-4xHI5LFX-cQ.en.vtt	VTT	1003 B
01. Introduction-4xHI5LFX-cQ.mp4	MP4	4.28 MB
01. Introduction-4xHI5LFX-cQ.zh-CN.vtt	VTT	953 B
01. Introduction.html	HTML	7.58 KB
02. Python vs. C++.html	HTML	13.87 KB
03. Why Use Object Oriented Programming-G2KzZfNu9Ak.en.vtt	VTT	2.16 KB
03. Why Use Object Oriented Programming-G2KzZfNu9Ak.mp4	MP4	10.64 MB
03. Why Use Object Oriented Programming-G2KzZfNu9Ak.zh-CN.vtt	VTT	1.95 KB
03. Why use Object Oriented Programming.html	HTML	6.7 KB
04. Using a Class in C++ [Demo].html	HTML	12.4 KB
05. Explanation of the Main.cpp File.html	HTML	9.57 KB
06. Practice Using a Class.html	HTML	13.52 KB
07. Review Anatomy of a Class.html	HTML	11.23 KB
08. Other Facets of C++ Classes.html	HTML	7.62 KB
09. Private and Public.html	HTML	14.6 KB
10. Header Files.html	HTML	12.69 KB
11. Inclusion Guards.html	HTML	22.82 KB
12. Implement a Class.html	HTML	6.95 KB
13. Class Variables.html	HTML	10.42 KB
14. Class Function Declarations.html	HTML	17.08 KB
15. Constructor Functions.html	HTML	15.77 KB
16. Set and Get Functions.html	HTML	13.46 KB
17. Matrix Functions.html	HTML	17.25 KB
18. Use an Inclusion Guard.html	HTML	12.25 KB
19. Instantiate an Object.html	HTML	16.12 KB
20. Running your Program Locally.html	HTML	7.1 KB
index.html	HTML	5.07 KB

Part 08-Module 02-Lesson 01_C++ Intro to Optimization

01. Course Introduction-Lwc5oYApdUM.en.vtt

VTT

1.23 KB

01. Course Introduction-Lwc5oYApdUM.mp4

MP4

3.25 MB

01. Course Introduction-Lwc5oYApdUM.zh-CN.vtt

VTT

1.16 KB

01. Course Introduction.html

HTML

5.66 KB

02. C Opt 01 L V2-Kdx1_BI5ddc.en.vtt

VTT

3.34 KB

02. C Opt 01 L V2-Kdx1_BI5ddc.mp4

MP4

7.76 MB

02. C Opt 01 L V2-Kdx1_BI5ddc.zh-CN.vtt

VTT

2.98 KB

02. Empathize with the Computer.html

HTML

5.66 KB

03. 02 L Intro To Comp HW V1 RENDER V1-WDMGkq9mkB8.en.vtt

VTT

5.51 KB

03. 02 L Intro To Comp HW V1 RENDER V1-WDMGkq9mkB8.mp4

MP4

4.26 MB

03. 02 L Intro To Comp HW V1 RENDER V1-WDMGkq9mkB8.zh-CN.vtt

VTT

4.73 KB

03. Intro to Computer Hardware.html

HTML

10.22 KB

04. Embedded Terminal Explanation.html

HTML

13.47 KB

04. Nd113 Embedded Terminal V1-Bhl5JQ_N9V8.en.vtt

VTT

10.36 KB

04. Nd113 Embedded Terminal V1-Bhl5JQ_N9V8.mp4

MP4

26.5 MB

04. Nd113 Embedded Terminal V1-Bhl5JQ_N9V8.zh-CN.vtt

VTT

9.21 KB

05. Demo Machine Code.html

HTML

6.18 KB

06. Assembly Language.html

HTML

7 KB

07. 03 L Binary V1 RENDER V1-K6CpHxnhc2s.en.vtt

VTT

6.37 KB

07. 03 L Binary V1 RENDER V1-K6CpHxnhc2s.mp4

MP4

5.37 MB

07. 03 L Binary V1 RENDER V1-K6CpHxnhc2s.zh-CN.vtt

VTT

5.75 KB

07. Binary.html

HTML

11.64 KB

08. Demo Binary.html

HTML

6.17 KB

09. Demo Binary Floats.html

HTML

6.18 KB

10. 04 L C And RAM V1 RENDER V1-60jEbKV1UOI.en.vtt

VTT

4.03 KB

10. 04 L C And RAM V1 RENDER V1-60jEbKV1UOI.mp4

MP4

3.58 MB

10. 04 L C And RAM V1 RENDER V1-60jEbKV1UOI.zh-CN.vtt

VTT

3.56 KB

10. Memory and the CPU.html

HTML

14.25 KB

11. Demo Stack vs Heap.html

HTML

6.18 KB

12. C Opt 05 L V3-rTtZVyWxYG8.en.vtt

VTT

2.34 KB

12. C Opt 05 L V3-rTtZVyWxYG8.mp4

MP4

4.47 MB

12. C Opt 05 L V3-rTtZVyWxYG8.zh-CN.vtt

VTT

2.13 KB

12. Outro.html

HTML

5.62 KB

img

cli.jpg	JPG	35.01 KB
emptyterminal.jpg	JPG	39.65 KB
files.jpg	JPG	36.25 KB
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index.html

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4.32 KB

Part 08-Module 02-Lesson 02_C++ Optimization Practice

01. Introduction.html	HTML	10.53 KB
02. Software Development and Optimization.html	HTML	12.59 KB
03. Optimization Techniques.html	HTML	12.95 KB
04. Dead Code.html	HTML	10.58 KB
05. Exercise Remove Dead Code.html	HTML	6.98 KB
06. If Statements.html	HTML	9.38 KB
07. Exercise If Statements.html	HTML	6.97 KB
08. For Loops.html	HTML	7.84 KB
09. Exercise For Loops.html	HTML	6.96 KB
10. Intermediate Variables.html	HTML	8.32 KB
11. Exercise Intermediate Variables.html	HTML	6.99 KB
12. Vector Storage.html	HTML	8.44 KB
13. Exercise Vector Storage.html	HTML	6.97 KB
14. References.html	HTML	9.98 KB
15. Exercise References.html	HTML	6.96 KB
16. Nd113 Story 1 V1-lIe2zso8A-w.en.vtt	VTT	3.81 KB
16. Nd113 Story 1 V1-lIe2zso8A-w.mp4	MP4	12.76 MB
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16. Sebastian's Synchronization Story.html	HTML	6.46 KB
17. Static Keyword.html	HTML	9.33 KB
18. Exercise Static Keyword.html	HTML	6.97 KB
19. Nd113 C L2 01 V1-h_P7ceb5ido.en.vtt	VTT	770 B
19. Nd113 C L2 01 V1-h_P7ceb5ido.mp4	MP4	2.31 MB
19. Nd113 C L2 01 V1-h_P7ceb5ido.zh-CN.vtt	VTT	726 B
19. Speed Challenge.html	HTML	6.62 KB
index.html	HTML	4.92 KB

ReadMe.txt

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461.07 KB

bootstrap.min.js	JS	49.85 KB
jquery-3.3.1.min.js	JS	84.89 KB
jquery.mCustomScrollbar.concat.min.js	JS	44.41 KB
katex.min.js	JS	231.26 KB
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