Udacity | Intel® Edge AI for IoT Developers | Nanodegree Program [FCO]

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Udacity | Intel® Edge AI for IoT Developers | Nanodegree Program [FCO]

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Udacity | Intel® Edge AI for IoT Developers | Nanodegree Program [FCO]
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0. Websites you may like
0. (1Hack.Us) Premium Tutorials-Guides-Articles _ Community based Forum.url
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1. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url
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3. (FTUApps.com) Download Cracked Developers Applications For Free.url
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How you can help our Group!.txt
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208 B
Part 01-Module 01-Lesson 01_Nanodegree Program Introduction
01. Welcome To Udacity V2-9QadFJRKrEA.en.vtt
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01. Welcome To Udacity V2-9QadFJRKrEA.mp4
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01. Welcome To Udacity V2-9QadFJRKrEA.zh-CN.vtt
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01. Welcome to Udacity.html
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02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.en.vtt
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02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.mp4
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02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.zh-CN.vtt
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02. Welcome to the Nanodegree Program Experience.html
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03. How to Succeed.html
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03. Welcome How To Succeed FINAL-hVwUijsLKzw.en.vtt
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03. Welcome How To Succeed FINAL-hVwUijsLKzw.mp4
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03. Welcome How To Succeed FINAL-hVwUijsLKzw.zh-CN.vtt
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04. Welcome to Intel® Edge AI for IoT Developers.html
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05. Prerequisites _ Other Requirements.html
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06. Notebooks and Workspaces.html
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07. Graffiti Tutorial.html
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6.66 KB
08. Access the Career Portal.html
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img.zip
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index.html
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media.zip
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Part 02-Module 01-Lesson 01_Introduction to AI at the Edge
01. Instructor Intro.html
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01. IntelScho L0 01 Instructor Intro V2-KogUwtKPv7Q.en.vtt
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01. IntelScho L0 01 Instructor Intro V2-KogUwtKPv7Q.mp4
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02. L0 02 What Is AI At The Edge-4dro5ZHQLa4.en.vtt
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02. L0 02 What Is AI At The Edge-4dro5ZHQLa4.mp4
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02. What is AI at the Edge.html
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03. IntelScho L0 03 Why Is AI At The Edge Important V2-TP3LMX_1uwA.en.vtt
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03. IntelScho L0 03 Why Is AI At The Edge Important V2-TP3LMX_1uwA.mp4
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6.41 MB
03. Why is AI at the Edge Important.html
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04. Applications of AI at the Edge.html
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04. IntelScho L0 04 Applications Of AI At The Edge V2-E1StqFO7j9Q.mp4
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05. Historical Context.html
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05. L0 05 Historical Context-Gp0CqY4_TGI.mp4
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06. Course Structure.html
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06. L0 06 Course Structure-BD3nzcTAczg.mp4
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07. L0 07 Why Are The Topics Distinct-ZFrb7ZXJ_bA.mp4
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07. Why Are the Topics Distinct.html
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08. L0 08 Relevant Tools And Prerequisites-s3wUC-4M4Uk.mp4
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08. Relevant Tools and Prerequisites.html
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09. L0 09 What You Will Build-e38WWETUZ8g.mp4
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09. Project-Demo-uWkMjUiqk0M.mp4
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09. What You Will Build.html
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10. L0 10 Recap-tpZHjx2r5gs.mp4
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10. Recap.html
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index.html
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Part 02-Module 01-Lesson 02_Leveraging Pre-Trained Models
01. IntelScho L1 01 Introduction V2-vFNZu1VpdwE.en.vtt
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01. IntelScho L1 01 Introduction V2-vFNZu1VpdwE.mp4
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01. Introduction.html
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02. IntelScho L1 02 The Intel Distribution Of OpenVINO Toolkit V2--pM9pLCnzJk.en.vtt
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02. IntelScho L1 02 The Intel Distribution Of OpenVINO Toolkit V2--pM9pLCnzJk.mp4
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02. The OpenVINO™ Toolkit.html
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03. IntelScho L1 03 Pre-Trained Models In The Intel Distribution Of OpenVINO Toolkit-1-Vije0cMBQ.en.vtt
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03. IntelScho L1 03 Pre-Trained Models In The Intel Distribution Of OpenVINO Toolkit-1-Vije0cMBQ.mp4
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03. Pre-Trained Models in OpenVINO™.html
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04. IntelScho L1 04 Types Of Computer Vision Models V2-E8yBgSKfCoo.en.vtt
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04. IntelScho L1 04 Types Of Computer Vision Models V2-E8yBgSKfCoo.mp4
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04. Types of Computer Vision Models.html
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05. Case Studies in Computer Vision.html
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05. IntelScho L1 05 Case Studies In Computer Vision V2-7mUaovlA4aQ.mp4
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06. Available Pre-Trained Models in OpenVINO™.html
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06. IntelScho L1 06 Available Pre-Trained Models-SoTH1jr3-HA.mp4
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07. Exercise Loading Pre-Trained Models.html
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08. IntelScho L1 07 Exercise Loading Pre-Trained Models Solution-QMfTUdWFsGw.mp4
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08. Solution Loading Pre-Trained Models.html
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09. IntelScho L1 08 Optimizations On The Pre-Trained Models-nKvZYnOnWm4.mp4
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09. Optimizations on the Pre-Trained Models.html
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10. Choosing the Right Model for Your App.html
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10. IntelScho L1 09 Choosing The Right Model For Your App-CWC195DzgAI.mp4
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11. IntelScho L1 10 Pre-Processing Inputs-E9huKos96Uk.mp4
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11. Pre-processing Inputs.html
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12. Exercise Pre-processing Inputs.html
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13. IntelScho L1 11 Exercise Pre-Processing Inputs Solution-erNsB5nXgW4.mp4
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13. Solution Pre-processing Inputs.html
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14. Handling Network Outputs.html
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14. IntelScho L1 12 Handling Network Outputs-pREe4P5yygM.mp4
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15. IntelScho L1 13 Running Your First Edge App-FANZZXUqGac.mp4
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15. Running Your First Edge App.html
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16. Exercise Deploy An App at the Edge.html
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17. IntelScho L1 14 Exercise Deploy An App At The Edge Solution Part 1 V2-X9yI7U2Rn00.mp4
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17. IntelScho L1 15 Exercise Deploy An App At The Edge Solution Part 2 V2-fvFuMgYUibs.mp4
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17. IntelScho L1 16 Exercise Deploy An App At The Edge Solution Part 3-0tuVuyD6ffM.mp4
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17. Solution Deploy An App at the Edge.html
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18. IntelScho L1 17 Recap-o-fWs0BwbyM.mp4
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18. Recap.html
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19. Lesson Glossary.html
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index.html
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Part 02-Module 01-Lesson 03_The Model Optimizer
01. IntelSchol L2 01 Introduction-wxrPEdI9Sj4.mp4
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01. Introduction.html
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02. IntelSchol L2 02 The Model Optimizer-Gyj7VPmGOVM.mp4
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02. The Model Optimizer.html
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03. IntelSchol L2 03 Optimization Techniques-FKgkB4lSn-U.en.vtt
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03. IntelSchol L2 03 Optimization Techniques-FKgkB4lSn-U.mp4
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03. Optimization Techniques.html
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04. IntelSchol L2 04 Supported Frameworks-5tnzgZuuVsk.mp4
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04. Supported Frameworks.html
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05. IntelSchol L2 05 Intermediate Representations-EImZN2nk1t4.mp4
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05. Intermediate Representations.html
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06. IntelScho L2 06 Using The Model Optimizer With TensorFlow Models V2-IcZKqDTsp4c.mp4
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06. Using the Model Optimizer with TensorFlow Models.html
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07. Exercise Convert a TF Model.html
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08. IntelSchol L2 07 Exercise Convert A TF Model Solution-_E2EP3ZM92s.mp4
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08. Solution Convert a TF Model.html
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09. IntelScho L2 08 Using The Model Optimizer With Caffe Models 2-nUvJ7aXeyMg.mp4
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09. Using the Model Optimizer with Caffe Models.html
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10. Exercise Convert a Caffe Model.html
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11. IntelScho L2 09 Exercise Convert A Caffe Model Solution V2-kfb7BGByUdM.mp4
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11. Solution Convert a Caffe Model.html
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12. IntelScho L2 10 Using The Model Optimizer With ONNX Models V2-EeDZn7aeSxM.mp4
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12. Using the Model Optimizer with ONNX Models.html
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13. Exercise Convert an ONNX Model.html
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14. IntelSchol L2 11 Exercise Convert And ONNX Model Solution-KuERfGMco1A.mp4
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14. Solution Convert an ONNX Model.html
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15. Cutting Parts of a Model.html
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15. IntelSchol L2 12 Cutting Parts Of A Model-jhZIkgysCWM.mp4
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16. IntelSchol L2 13 Supported Layers-bwVlEaAsHvk.mp4
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16. Supported Layers.html
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17. Custom Layers.html
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17. IntelSchol L2 14 Custom Layers-ciSpU0kyjH8.mp4
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18. Exercise Custom Layers.html
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19. IntelSchol L2 16 Recap-Zf5zOMg2PjQ.mp4
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19. Recap.html
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20. Lesson Glossary.html
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index.html
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Part 02-Module 01-Lesson 04_The Inference Engine
01. IntelScho L3 01 Introduction-BUpkwGhboLg.mp4
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01. Introduction.html
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02. IntelScho L3 02 The Inference Engine-dZA4QGbDrs4.mp4
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02. The Inference Engine.html
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03. IntelScho L3 03 Supported Devices-m2d1urdJegA.mp4
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03. Supported Devices.html
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04. IntelScho L3 04 Using The Inference Engine With An IR-b90ny0AmQF8.mp4
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04. Using the Inference Engine with an IR.html
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05. Exercise Feed an IR to the Inference Engine.html
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06. IntelScho L3 05 Exercise Feed An IR To The Inference Engine Solution-jEmebNVBlc4.en.vtt
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06. IntelScho L3 05 Exercise Feed An IR To The Inference Engine Solution-jEmebNVBlc4.mp4
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06. Solution Feed an IR to the Inference Engine.html
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07. IntelScho L3 06 Sending Interference Requests To The IE-wLN8HYZ05rg.mp4
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07. Sending Inference Requests to the IE.html
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08. Asynchronous Requests.html
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08. IntelScho L3 07 Asynchronous Requests-JGuUIDpn1PY.mp4
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09. Exercise Inference Requests.html
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10. IntelScho L3 08 Exercise Inference Requests Solution-QeBpEkkoZ74.en.vtt
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10. IntelScho L3 08 Exercise Inference Requests Solution-QeBpEkkoZ74.mp4
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10. Solution Inference Requests.html
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11. Handling Results.html
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11. IntelScho L3 09 Handling Results-wO_Io3wDwTM.mp4
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12. Integrating into Your App.html
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12. IntelScho L3 10 Integrating Into Your App-vQpLv1Y3pnU.en.vtt
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12. IntelScho L3 10 Integrating Into Your App-vQpLv1Y3pnU.mp4
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13. Exercise Integrate into an App.html
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14. IntelScho L3 11 Integrate Into An App Solution V2-BIdLJkDD5vM.en.vtt
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14. IntelScho L3 11 Integrate Into An App Solution V2-BIdLJkDD5vM.mp4
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14. Solution Integrate into an App.html
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15. Behind the Scenes of Inference Engine.html
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15. IntelScho L3 12 Behind The Scenes Of Inference Engine-ZWpNQjXSEEc.en.vtt
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15. IntelScho L3 12 Behind The Scenes Of Inference Engine-ZWpNQjXSEEc.mp4
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16. IntelScho L3 14 Recap-AVmFgZyk0T0.en.vtt
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16. IntelScho L3 14 Recap-AVmFgZyk0T0.mp4
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16. Recap.html
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17. Lesson Glossary.html
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index.html
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Part 02-Module 01-Lesson 05_Deploying an Edge App
01. IntelScho L4 01 Introduction-IBP4tsdFRPg.en.vtt
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01. IntelScho L4 01 Introduction-IBP4tsdFRPg.mp4
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01. Introduction.html
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02. IntelScho L4 02 OpenCV Basics-c-pyJ3XwWko.en.vtt
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02. IntelScho L4 02 OpenCV Basics-c-pyJ3XwWko.mp4
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02. OpenCV Basics.html
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03. Handling Input Streams.html
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03. IntelScho L4 03 Handling Input Streams V2-F-7ofR4pdNE.en.vtt
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03. IntelScho L4 03 Handling Input Streams V2-F-7ofR4pdNE.mp4
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04. Exercise Handling Input Streams.html
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05. IntelScho L4 04 Exercise Handing Input Streams Solution V2-p6Hd3dnf-LY.en.vtt
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05. IntelScho L4 04 Exercise Handing Input Streams Solution V2-p6Hd3dnf-LY.mp4
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05. Solution Handling Input Streams.html
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06. Gathering Useful Information from Model Outputs.html
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06. IntelScho L4 05 Gathering Useful Information For Model Outputs-uNoIZI9bm6U.en.vtt
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06. IntelScho L4 05 Gathering Useful Information For Model Outputs-uNoIZI9bm6U.mp4
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07. Exercise Process Model Outputs.html
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08. IntelScho L4 06 Exercise Process Model Outputs Solution V2-s35d7IvQliE.en.vtt
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08. IntelScho L4 06 Exercise Process Model Outputs Solution V2-s35d7IvQliE.mp4
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08. Solution Process Model Outputs.html
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09. IntelScho L4 07 Intro To MQTT-xe8137UtNCQ.en.vtt
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09. IntelScho L4 07 Intro To MQTT-xe8137UtNCQ.mp4
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09. Intro to MQTT.html
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10. Communicating with MQTT.html
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10. IntelScho L4 08 Communicating With MQTT-3Jh-akmlmmU.en.vtt
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10. IntelScho L4 08 Communicating With MQTT-3Jh-akmlmmU.mp4
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11. IntelScho L4 09 Streaming Images To A Server-MyutnkUqIv4.en.vtt
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11. IntelScho L4 09 Streaming Images To A Server-MyutnkUqIv4.mp4
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11. Streaming Images to a Server.html
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12. Handling Statistics and Images from a Node Server.html
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12. IntelScho L4 10 Handling Statistics And Images From A Node Server-qHQ9HjmRGWw.en.vtt
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12. IntelScho L4 10 Handling Statistics And Images From A Node Server-qHQ9HjmRGWw.mp4
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13. Exercise Server Communications.html
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14. IntelScho L4 11 Exercise Server Communications Solution V2-c2cNJgrvHmg.en.vtt
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14. IntelScho L4 11 Exercise Server Communications Solution V2-c2cNJgrvHmg.mp4
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14. Solution Server Communications.html
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15. Analyzing Performance Basics.html
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15. IntelScho L4 12 Analyzing Performance Basics-bGPyVQnLnIw.en.vtt
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15. IntelScho L4 12 Analyzing Performance Basics-bGPyVQnLnIw.mp4
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16. IntelScho L4 13 Model Use Cases-rQ0980eYeeA.en.vtt
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16. IntelScho L4 13 Model Use Cases-rQ0980eYeeA.mp4
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16. Model Use Cases.html
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17. Concerning End User Needs.html
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17. IntelScho L4 14 Concerning End User Needs-aHtne0LexrA.en.vtt
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17. IntelScho L4 14 Concerning End User Needs-aHtne0LexrA.mp4
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18. IntelScho L4 15 Recap-6egpCIvzUl8.en.vtt
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18. IntelScho L4 15 Recap-6egpCIvzUl8.mp4
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18. Recap.html
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19. Lesson Glossary.html
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20. Course Recap.html
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20. IntelScho L4 16 Course Recap-27C3zdKmt_M.en.vtt
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20. IntelScho L4 16 Course Recap-27C3zdKmt_M.mp4
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21. Partner with Intel.html
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img.zip
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index.html
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Part 02-Module 01-Lesson 06_Project Deploy a People Counter App at the Edge
01. Project Introduction.html
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02. Project Set-Up.html
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03. Project Instructions Code.html
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04. Running the App.html
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05. Project Instructions Write-Up.html
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06. Minimum Viable Project.html
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07. Project Workspace.html
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Project Description - Deploy a People Counter App at the Edge.html
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Project Rubric - Deploy a People Counter App at the Edge.html
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index.html
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Part 02-Module 01-Lesson 07_Optimize Your GitHub Profile
01. Prove Your Skills With GitHub.html
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02. Introduction-Vnj2VNQROtI.ar.vtt
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02. Introduction-Vnj2VNQROtI.en.vtt
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02. Introduction-Vnj2VNQROtI.ja-JP.vtt
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02. Introduction-Vnj2VNQROtI.mp4
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02. Introduction-Vnj2VNQROtI.pt-BR.vtt
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02. Introduction-Vnj2VNQROtI.zh-CN.vtt
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02. Introduction.html
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03. GitHub profile important items-prvPVTjVkwQ.ar.vtt
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03. GitHub profile important items-prvPVTjVkwQ.en.vtt
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03. GitHub profile important items.html
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04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt
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04. Good GitHub repository-qBi8Q1EJdfQ.en.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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05. Interview with Art - Part 1-ClLYamtaO-Q.en.vtt
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05. Interview with Art - Part 1.html
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06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt
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06. Identify fixes for example “bad” profile-AF07y1oAim0.en.vtt
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06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4
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06. Identify fixes for example “bad” profile-ncFtwW5urHk.pt-BR.vtt
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06. Identify fixes for example “bad” profile.html
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07. Quick Fixes #1.html
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07. Quick Fixes-Lb9e2KemR6I.ja-JP.vtt
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07. Quick Fixes-Lb9e2KemR6I.mp4
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08. Quick Fixes #2-It6AEuSDQw0.ar.vtt
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08. Quick Fixes #2-It6AEuSDQw0.ja-JP.vtt
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08. Quick Fixes #2-It6AEuSDQw0.mp4
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08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt
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08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt
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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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09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt
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09. Writing READMEs with Walter.html
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10. Interview with Art - Part 2-Vvzl2J5K7-Y.ar.vtt
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10. Interview with Art - Part 2-Vvzl2J5K7-Y.en.vtt
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10. Interview with Art - Part 2-Vvzl2J5K7-Y.mp4
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10. Interview with Art - Part 2-Vvzl2J5K7-Y.pt-BR.vtt
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10. Interview with Art - Part 2-Vvzl2J5K7-Y.zh-CN.vtt
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10. Interview with Art - Part 2.html
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11. Commit messages best practices.html
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12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt
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12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt
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538 B
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12. Reflect on your commit messages.html
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13. Participating in open source projects-OxL-gMTizUA.ar.vtt
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768 B
13. Participating in open source projects-OxL-gMTizUA.en.vtt
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476 B
13. Participating in open source projects-OxL-gMTizUA.ja-JP.vtt
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13. Participating in open source projects-OxL-gMTizUA.mp4
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438 B
13. Participating in open source projects.html
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14. Interview with Art - Part 3-M6PKr3S1rPg.ar.vtt
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14. Interview with Art - Part 3-M6PKr3S1rPg.en.vtt
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14. Interview with Art - Part 3-M6PKr3S1rPg.ja-JP.vtt
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14. Interview with Art - Part 3-M6PKr3S1rPg.mp4
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14. Interview with Art - Part 3-M6PKr3S1rPg.pt-BR.vtt
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14. Interview with Art - Part 3-M6PKr3S1rPg.zh-CN.vtt
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14. Interview with Art - Part 3.html
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15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt
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15. Participating in open source projects 2-elZCLxVvJrY.en.vtt
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15. Participating in open source projects 2-elZCLxVvJrY.mp4
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15. Participating in open source projects 2.html
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16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt
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542 B
16. Starring interesting repositories-U3FUxkm1MxI.en.vtt
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419 B
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16. Starring interesting repositories-U3FUxkm1MxI.mp4
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16. Starring interesting repositories-ZwMY5rAAd7Q.mp4
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16. Starring interesting repositories.html
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17. Next Steps.html
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Project Description - Optimize Your GitHub Profile.html
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Project Rubric - Optimize Your GitHub Profile.html
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img.zip
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index.html
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Part 03-Module 01-Lesson 01_Introduction to Hardware at the Edge
01. Instructor Introduction.html
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01. ND131 C02 L00 A01 Intstructor Introduction-SCqbAL7qV2o.en.vtt
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01. ND131 C02 L00 A01 Intstructor Introduction-SCqbAL7qV2o.mp4
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3.81 MB
01. ND131 C02 L00 A02 Intstructor Introduction-nSkgQ4UyjO0.en.vtt
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01. ND131 C02 L00 A02 Intstructor Introduction-nSkgQ4UyjO0.mp4
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12.52 MB
02. Course Overview.html
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8.72 KB
02. ND131 C02 L00 A03 Course Overview-V8dpFzVPDOk.en.vtt
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02. ND131 C02 L00 A03 Course Overview-V8dpFzVPDOk.mp4
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4.8 MB
03. Changes in OpenVINO 2020.1.html
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04. Lesson Overview.html
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04. ND131 C02 L00 A03 Lesson Overview-1FZnOungTZk.en.vtt
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04. ND131 C02 L00 A03 Lesson Overview-1FZnOungTZk.mp4
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05. ND131 C02 L00 A04 Why Is Choosing The Right Hardware Important--GTrOZauP4VA.en.vtt
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05. ND131 C02 L00 A04 Why Is Choosing The Right Hardware Important--GTrOZauP4VA.mp4
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05. Why is Choosing the Right Hardware Important .html
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06. Design of Edge AI Systems.html
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06. ND131 C02 L00 A05 Part 1 Stakeholders-VJNeGT1wHuw.en.vtt
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06. ND131 C02 L00 A05 Part 1 Stakeholders-VJNeGT1wHuw.mp4
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06. ND131 C02 L00 A05 Part 2 Basic Approach To Developing A Product-KlwfOet07rg.en.vtt
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06. ND131 C02 L00 A05 Part 2 Basic Approach To Developing A Product-KlwfOet07rg.mp4
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07. Analyze.html
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07. ND131 C02 L00 A05 Part 3 Analyze-iee3lbxbkHI.en.vtt
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08. Design.html
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09. Develop.html
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09. ND131 C02 L00 A05 Part 5 Development _ Deployment V2-ctWyfB6CBqg.en.vtt
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09. ND131 C02 L00 A05 Part 5 Development _ Deployment V2-ctWyfB6CBqg.mp4
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10. ND131 C02 L00 A05 Part 6 Testing And Deployment-qe1hrVLGIls.en.vtt
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10. ND131 C02 L00 A05 Part 6 Testing And Deployment-qe1hrVLGIls.mp4
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10. Test and Deploy.html
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11. Basic Terminology.html
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11. ND131 C02 L00 A06 Basic Terminologies-9-fp07s_iSg.en.vtt
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12. Intel DevCloud .html
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12. ND131 C02 L00 A07 Intel Devcloud-ih39YA6BpyU.en.vtt
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13. Updating Your Workspace.html
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12.25 KB
14. Walkthrough Using Intel DevCloud.html
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15. Exercise Using Intel DevCloud.html
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16. Lesson Review.html
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16. ND131 C02 L00 A09 Lesson Review-UoknZur1qfA.en.vtt
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16. ND131 C02 L00 A09 Lesson Review-UoknZur1qfA.mp4
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img.zip
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index.html
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5.33 KB
Part 03-Module 01-Lesson 02_CPUs and Integrated GPUs
01. Lesson Overview.html
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01. ND131 C02 L01 A01 Lesson Overview-VyR5gDdPvSk.en.vtt
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01. ND131 C02 L01 A01 Lesson Overview-VyR5gDdPvSk.mp4
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6.47 MB
02. CPU Basics.html
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10.55 KB
03. Threads and Processes.html
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11 KB
04. Multithreading and Multiprocessing.html
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05. Introduction to Intel Processors.html
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05. ND131 C02 L01 A02 Introduction To Intel Processors-l3ET4TjXfNs.en.vtt
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05. ND131 C02 L01 A02 Introduction To Intel Processors-l3ET4TjXfNs.mp4
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06. Intel CPU Architecture.html
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06. ND131 C02 L01 A03 Intel Architecture V2-nro-MnsDMSI.en.vtt
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07. CPU Specifications (Part 1).html
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08. CPU Specifications (Part 2).html
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12.67 KB
08. ND131 C02 L01 A04 Applications Of CPU V2-xG7sdR8bldY.en.vtt
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08. ND131 C02 L01 A04 Applications Of CPU V2-xG7sdR8bldY.mp4
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09. Exercise CPU Scenario.html
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15.73 KB
10. Updating Your Workspace.html
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12.61 KB
11. Walkthrough CPU and the DevCloud.html
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12. Exercise CPU and the Devcloud.html
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13. Integrated GPU (IGPU).html
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13. ND131 C02 L01 A07 Intel Integrated GPU-IoLzaVVuHro.en.vtt
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13. ND131 C02 L01 A07 Intel Integrated GPU-IoLzaVVuHro.mp4
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14. Walkthrough IGPU and the DevCloud.html
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7.77 KB
15. IGPU and Batch Processing.html
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13 KB
16. Exercise IGPU Scenario.html
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17. Exercise IGPU and the DevCloud.html
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18. Lesson Review.html
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18. ND131 C02 L01 A10 Lesson Review-4nuVm2iBBFc.en.vtt
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img.zip
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index.html
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5.62 KB
Part 03-Module 01-Lesson 03_VPUs
01. Lesson Overview.html
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01. ND131 C02 L02 A01 Lesson Overview V2--k_H-Ci2o9Y.en.vtt
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01. ND131 C02 L02 A01 Lesson Overview V2--k_H-Ci2o9Y.mp4
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02. Introduction to VPUs.html
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02. ND131 C02 L02 A02 Introduction To Vision Processing Units V2-YTsxBng6UMM.en.vtt
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02. ND131 C02 L02 A02 Introduction To Vision Processing Units V2-YTsxBng6UMM.mp4
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03. Architecture of VPUs.html
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03. ND131 C02 L02 A03 Architecture Of VPUs-Zc6sZgv1LWc.en.vtt
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03. ND131 C02 L02 A03 Architecture Of VPUs-Zc6sZgv1LWc.mp4
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04. Myriad X Characteristics.html
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04. ND131 C02 L02 A04 Myriad Processor Characteristics-lQ35MiUaENA.en.vtt
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04. ND131 C02 L02 A04 Myriad Processor Characteristics-lQ35MiUaENA.mp4
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05. Intel Neural Compute Stick 2.html
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05. ND131 C02 L02 A05 Intel Neural Compute Stick-FVeAcUJ28e8.en.vtt
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05. ND131 C02 L02 A05 Intel Neural Compute Stick-FVeAcUJ28e8.mp4
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10.3 MB
06. Exercise VPU Scenario.html
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13.79 KB
07. Updating Your Workspace.html
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12.06 KB
08. Walkthrough VPU and the DevCloud.html
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7.23 KB
09. Exercise VPU and the DevCloud.html
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7.21 KB
10. Multi-Device Plugin.html
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10.85 KB
10. ND131 C02 L02 A08 Multi Device Plugin-_Lh_NdVkXKU.en.vtt
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10. ND131 C02 L02 A08 Multi Device Plugin-_Lh_NdVkXKU.mp4
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15.19 MB
11. Walkthrough Multi-Device Plugin and the DevCloud.html
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7.28 KB
12. Exercise Multi Device Plugin on DevCloud.html
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7.23 KB
13. Lesson Review.html
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7.31 KB
13. ND131 C02 L02 A11 Lesson Review-URpS0Vy0qRQ.en.vtt
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13. ND131 C02 L02 A11 Lesson Review-URpS0Vy0qRQ.mp4
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4.35 MB
img.zip
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59.06 KB
index.html
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5.16 KB
Part 03-Module 01-Lesson 04_FPGAs
01. Lesson Overview.html
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01. ND131 C02 L03 A01 Lesson Overview-vwql6lW9YMo.en.vtt
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01. ND131 C02 L03 A01 Lesson Overview-vwql6lW9YMo.mp4
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3.44 MB
02. Introduction to FPGAs.html
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02. ND131 C02 L03 A02 Introduction To FPGAs-63EU2Zc5SFk.en.vtt
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02. ND131 C02 L03 A02 Introduction To FPGAs-63EU2Zc5SFk.mp4
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6.04 MB
03. Architecture of FPGAs.html
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10.82 KB
03. ND131 C02 L03 A03 Architecture Of FPGAs-D-CBAyy6skA.en.vtt
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03. ND131 C02 L03 A03 Architecture Of FPGAs-D-CBAyy6skA.mp4
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4.24 MB
04. ND131 C02 L03 A04 Programming FPGAs-Fkw7aNEnH6c.en.vtt
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04. ND131 C02 L03 A04 Programming FPGAs-Fkw7aNEnH6c.mp4
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6.82 MB
04. ND131 C02 L03 A05 Converting A Blank FPGA Into An AI Accelerator V2-t6inM0AjpvE.en.vtt
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2.93 KB
04. ND131 C02 L03 A05 Converting A Blank FPGA Into An AI Accelerator V2-t6inM0AjpvE.mp4
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4.11 MB
04. Programming FPGAs.html
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11.64 KB
05. FPGA Specifications.html
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15.04 KB
05. ND131 C02 L03 A06 FPGA Specifications-TOKB6LIczL8.en.vtt
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05. ND131 C02 L03 A06 FPGA Specifications-TOKB6LIczL8.mp4
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5.37 MB
06. Intel Vision Accelerator Design.html
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11.12 KB
06. ND131 C02 L03 A07 Intel Vision Accelerator Design V2-V7_kXpArmEA.en.vtt
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06. ND131 C02 L03 A07 Intel Vision Accelerator Design V2-V7_kXpArmEA.mp4
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3.6 MB
07. Exercise FPGA Scenario.html
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15.36 KB
08. Updating Your Workspace.html
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12.1 KB
09. Walkthrough FPGA and the DevCloud.html
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7.27 KB
10. Exercise FPGA and the DevCloud.html
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7.25 KB
11. Heterogeneous Plugin.html
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14.19 KB
11. ND131 C02 L03 A10 Heterogeneous Plugin-ofU8UaJH0c0.en.vtt
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11. ND131 C02 L03 A10 Heterogeneous Plugin-ofU8UaJH0c0.mp4
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3.61 MB
12. Exercise Heterogeneous Plugin on DevCloud.html
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7.28 KB
13. Lesson Review.html
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7.31 KB
13. ND131 C02 L03 A13 Lesson Review-T1m4dAEntCw.en.vtt
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13. ND131 C02 L03 A13 Lesson Review-T1m4dAEntCw.mp4
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3.32 MB
14. Course Review.html
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7.46 KB
14. ND131 C02 L03 Course Review-ve86eWkp55I.en.vtt
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1.05 KB
14. ND131 C02 L03 Course Review-ve86eWkp55I.mp4
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3.39 MB
img.zip
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59.06 KB
index.html
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5.17 KB
Part 03-Module 01-Lesson 05_Project Smart Queuing System
01. Project Overview.html
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7.54 KB
01. ND131 C02 PR A01 The Scenarios And Proposal Document V2-a_MuDrHDavA.en.vtt
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3.82 KB
01. ND131 C02 PR A01 The Scenarios And Proposal Document V2-a_MuDrHDavA.mp4
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13.12 MB
02. Part 1 Hardware Proposal.html
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8.74 KB
03. Scenario 1 Manufacturing.html
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11.67 KB
04. Scenario 2 Retail.html
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10.25 KB
05. Scenario 3 Transportation.html
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9.91 KB
06. Part 2 Testing your Hardware.html
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9.83 KB
07. Step 1 Create the Python Script.html
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7.43 KB
08. Step 2 Create the Job Submission Script.html
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7.44 KB
09. Step 3 Manufacturing Scenario.html
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10. Step 4 Retail Scenario.html
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11. Step 5 Transportation Scenario.html
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7.41 KB
12. Step 6 Submit your Project.html
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9.79 KB
Project Description - Smart Queuing System.html
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6.7 KB
Project Rubric - Smart Queuing System.html
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10.73 KB
img.zip
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59.71 KB
index.html
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Part 03-Module 01-Lesson 06_Take 30 Min to Improve your LinkedIn
01. Get Opportunities with LinkedIn.html
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11.21 KB
01. Why Network-exjEm9Paszk.ar.vtt
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01. Why Network-exjEm9Paszk.en.vtt
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01. Why Network-exjEm9Paszk.es-MX.vtt
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01. Why Network-exjEm9Paszk.ja-JP.vtt
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01. Why Network-exjEm9Paszk.mp4
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01. Why Network-exjEm9Paszk.pt-BR.vtt
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01. Why Network-exjEm9Paszk.zh-CN.vtt
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02. Meet Chris-0ccflD9x5WU.ar.vtt
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02. Meet Chris-0ccflD9x5WU.en.vtt
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02. Meet Chris-0ccflD9x5WU.es-MX.vtt
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02. Meet Chris-0ccflD9x5WU.ja-JP.vtt
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02. Meet Chris-0ccflD9x5WU.mp4
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02. Meet Chris-0ccflD9x5WU.pt-BR.vtt
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02. Meet Chris-0ccflD9x5WU.zh-CN.vtt
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02. Use Your Story to Stand Out.html
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03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt
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03. Elevator Pitch-S-nAHPrkQrQ.en.vtt
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03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt
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03. Elevator Pitch-S-nAHPrkQrQ.mp4
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20.63 MB
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt
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03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt
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03. Why Use an Elevator Pitch.html
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04. Create Your Elevator Pitch.html
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04. Elevator Pitch-0QtgTG49E9I.ar.vtt
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04. Elevator Pitch-0QtgTG49E9I.mp4
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9.98 MB
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt
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1.94 KB
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt
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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.ja-JP.vtt
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2.36 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4
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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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9.77 KB
06. Create Your Profile With SEO In Mind.html
HTML
9.47 KB
07. Profile Essentials.html
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11.27 KB
08. Work Experiences _ Accomplishments.html
HTML
9.8 KB
09. Build and Strengthen Your Network.html
HTML
10.65 KB
10. Reaching Out on LinkedIn.html
HTML
9.36 KB
11. Boost Your Visibility.html
HTML
8.58 KB
12. Up Next.html
HTML
8.09 KB
Project Description - Improve Your LinkedIn Profile.html
HTML
8.14 KB
Project Rubric - Improve Your LinkedIn Profile.html
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16.33 KB
img.zip
ZIP
3.39 MB
index.html
HTML
5.44 KB
media.zip
ZIP
113.31 KB
Part 04-Module 01-Lesson 01_Introduction to Software Optimization
01. Instructor Introduction.html
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6.92 KB
01. ND131 C03 L00 A00 Instructor Introduction-7tRirMjZWDU.en.vtt
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2.53 KB
01. ND131 C03 L00 A00 Instructor Introduction-7tRirMjZWDU.mp4
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11.02 MB
02. Course Overview.html
HTML
8.52 KB
02. ND131 C03 L00 A01 Course Overview V3-R-X5m9QQu-E.en.vtt
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7.38 KB
02. ND131 C03 L00 A01 Course Overview V3-R-X5m9QQu-E.mp4
MP4
30.61 MB
03. Installing OpenVINO.html
HTML
6.9 KB
04. Lesson Overview.html
HTML
7.37 KB
04. ND131 C03 L00 A02 Lesson Overview-wNCZdNupw6U.en.vtt
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3.68 KB
04. ND131 C03 L00 A02 Lesson Overview-wNCZdNupw6U.mp4
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15 MB
05. ND131 C03 L00 A03 What Is Software Optimization And Why Does It Matter--bl9ypB174Ak.en.vtt
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5.82 KB
05. ND131 C03 L00 A03 What Is Software Optimization And Why Does It Matter--bl9ypB174Ak.mp4
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23.2 MB
05. ND131 C03 L00 A04 SO Example-k3Ox9gLUkN8.en.vtt
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3.44 KB
05. ND131 C03 L00 A04 SO Example-k3Ox9gLUkN8.mp4
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5.6 MB
05. What is Software Optimization and Why Does it Matter.html
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12.99 KB
06. ND131 C03 L00 A05 Types Of Software Optimization-H9eHrgsJeuw.en.vtt
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7.03 KB
06. ND131 C03 L00 A05 Types Of Software Optimization-H9eHrgsJeuw.mp4
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8.86 MB
06. Types of Software Optimization.html
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17.5 KB
07. ND131 C03 L00 A06 Performance Metrics - Accuracy-WNl_wDp8e4E.en.vtt
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6.39 KB
07. ND131 C03 L00 A06 Performance Metrics - Accuracy-WNl_wDp8e4E.mp4
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9.95 MB
07. ND131 C03 L00 A07 Latency And Throughput-02LPHNsl0Ag.en.vtt
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4.58 KB
07. ND131 C03 L00 A07 Latency And Throughput-02LPHNsl0Ag.mp4
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6.35 MB
07. Performance Metrics.html
HTML
15.88 KB
08. ND131 C03 L00 A08 Other Hardware Metrics-g4z631VDNmc.en.vtt
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4.46 KB
08. ND131 C03 L00 A08 Other Hardware Metrics-g4z631VDNmc.mp4
MP4
6.21 MB
08. Some Other Performance Metrics.html
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15.32 KB
09. ND131 C03 L00 A09 When Do We Do SO-6qerVNayYh8.en.vtt
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2.85 KB
09. ND131 C03 L00 A09 When Do We Do SO-6qerVNayYh8.mp4
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4.12 MB
09. When do we do Software Optimization.html
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12.79 KB
10. Lesson Review.html
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6.81 KB
10. ND131 C03 L00 A10 Lesson Review-HM6RhccViX4.en.vtt
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3.19 KB
10. ND131 C03 L00 A10 Lesson Review-HM6RhccViX4.mp4
MP4
3.89 MB
index.html
HTML
4.97 KB
media.zip
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92.82 KB
Part 04-Module 01-Lesson 02_Reducing Model Operations
01. Lesson Overview.html
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7.77 KB
01. ND131 C03 L01 A01 Lesson Overview-EWRL8ttif84.en.vtt
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3.86 KB
01. ND131 C03 L01 A01 Lesson Overview-EWRL8ttif84.mp4
MP4
13.43 MB
02. Calculating Model FLOPs Dense Layers.html
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10.6 KB
02. ND131 C03 L01 A02 Dense Layer FLOPS V2-3rBzYzAFgL8.en.vtt
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4.19 KB
02. ND131 C03 L01 A02 Dense Layer FLOPS V2-3rBzYzAFgL8.mp4
MP4
12.59 MB
03. Calculating Model FLOPS Convolutional Layers.html
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17.49 KB
03. ND131 C03 L01 A03 Convolutional Layer FLOPS-AMUJFzAfSrE.en.vtt
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3.92 KB
03. ND131 C03 L01 A03 Convolutional Layer FLOPS-AMUJFzAfSrE.mp4
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4.59 MB
04. Calculate the FLOPs in a model.html
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13.92 KB
05. ND131 C03 L01 A04 Pooling Layers-SV5Xrmrhs-Q.en.vtt
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3.72 KB
05. ND131 C03 L01 A04 Pooling Layers-SV5Xrmrhs-Q.mp4
MP4
5.92 MB
05. Using Efficient Layers Pooling Layers.html
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10.63 KB
06. Exercise Pooling Performance.html
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7.28 KB
07. ND131 C03 L01 A06 Separable Convolution-6Mo5Jb7TWT4.en.vtt
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5.21 KB
07. ND131 C03 L01 A06 Separable Convolution-6Mo5Jb7TWT4.mp4
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8.31 MB
07. Using Efficient Layers Separable Convolutions.html
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18.88 KB
08. Exercise Separable Convolutions Performance.html
HTML
7.31 KB
09. Measuring Layerwise Performance.html
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7.28 KB
10. Exercise Measuring Layerwise Performance.html
HTML
7.28 KB
11. Model Pruning.html
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13.75 KB
11. ND131 C03 L01 A10 Model Pruning-EVfj3qbPPAw.en.vtt
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6.73 KB
11. ND131 C03 L01 A10 Model Pruning-EVfj3qbPPAw.mp4
MP4
13.16 MB
12. Lesson Review.html
HTML
7.1 KB
12. ND131 C03 L01 A11 Lesson Review-MAiVEUk4HK8.en.vtt
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2.66 KB
12. ND131 C03 L01 A11 Lesson Review-MAiVEUk4HK8.mp4
MP4
6.96 MB
img.zip
ZIP
20.58 KB
index.html
HTML
5.27 KB
media.zip
ZIP
1.52 MB
Part 04-Module 01-Lesson 03_Reducing Model Size
01. Lesson Overview.html
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7.59 KB
01. ND131 C03 L02 A01 Lesson Overview V2-Wof9BnjfNck.en.vtt
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4 KB
01. ND131 C03 L02 A01 Lesson Overview V2-Wof9BnjfNck.mp4
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11.81 MB
02. Introduction to Quantization.html
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15.24 KB
02. ND131 C03 L02 A02 Introduction To Quantization V2-LVeXqd8QMMk.en.vtt
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02. ND131 C03 L02 A02 Introduction To Quantization V2-LVeXqd8QMMk.mp4
MP4
17.47 MB
03. Benchmarking Model Performance.html
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13.61 KB
03. ND131 C03 L02 A03 Benchmarking Model Performance V2-DkRozCswH8A.en.vtt
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7.03 KB
03. ND131 C03 L02 A03 Benchmarking Model Performance V2-DkRozCswH8A.mp4
MP4
12.6 MB
04. Exercise Benchmarking Model Performance.html
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9.07 KB
04. ND131 C03 L02 A04 Solution Benchmarking Model Performance V2-kwLJG5PS-uc.en.vtt
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2.2 KB
04. ND131 C03 L02 A04 Solution Benchmarking Model Performance V2-kwLJG5PS-uc.mp4
MP4
4.85 MB
05. Advanced Benchmarking.html
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11.05 KB
05. ND131 C03 L02 A05 Advanced Benchmarking V2-sisoH54KzEY.en.vtt
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3.09 KB
05. ND131 C03 L02 A05 Advanced Benchmarking V2-sisoH54KzEY.mp4
MP4
5.73 MB
06. Exercise Advanced Benchmarking.html
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8.59 KB
06. ND131 C03 L02 A06 Solution Advanced Benchmarking V3-h5b28n41luw.en.vtt
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2.09 KB
06. ND131 C03 L02 A06 Solution Advanced Benchmarking V3-h5b28n41luw.mp4
MP4
3.6 MB
07. How Quantization is Done.html
HTML
11.15 KB
07. ND131 C03 L02 A07 How Quantization Is Done-JIz411TAM_M.en.vtt
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2.54 KB
07. ND131 C03 L02 A07 How Quantization Is Done-JIz411TAM_M.mp4
MP4
4.37 MB
08. ND131 C03 L02 A08 Quantization Using DL Workbench V2-gLWpKskI68A.en.vtt
VTT
3.52 KB
08. ND131 C03 L02 A08 Quantization Using DL Workbench V2-gLWpKskI68A.mp4
MP4
5.84 MB
08. Quantizing a Model using DL Workbench.html
HTML
10.51 KB
09. Exercise Quantizing a Model Using DL Workbench.html
HTML
10.13 KB
09. ND131 C03 L02 A09 Solution Quantizing A Model V3-0P7AQlQhDwQ.en.vtt
VTT
1.63 KB
09. ND131 C03 L02 A09 Solution Quantizing A Model V3-0P7AQlQhDwQ.mp4
MP4
3.44 MB
10. Model Compression.html
HTML
10.48 KB
10. ND131 C03 L02 A10 Model Compression V2-qdKWq9c0o_w.en.vtt
VTT
3.77 KB
10. ND131 C03 L02 A10 Model Compression V2-qdKWq9c0o_w.mp4
MP4
17.53 MB
11. Knowledge Distillation.html
HTML
15.65 KB
11. ND131 C03 L02 A11 Knowledge Distillation V2-I--UKH27iEE.en.vtt
VTT
3.82 KB
11. ND131 C03 L02 A11 Knowledge Distillation V2-I--UKH27iEE.mp4
MP4
14.09 MB
12. Lesson Review.html
HTML
6.93 KB
12. ND131 C03 L02 A12 Lesson Review-8_xZ0kyhfgc.en.vtt
VTT
2.27 KB
12. ND131 C03 L02 A12 Lesson Review-8_xZ0kyhfgc.mp4
MP4
5.66 MB
index.html
HTML
5.14 KB
Part 04-Module 01-Lesson 04_Other Optimization Tools and Techniques
01. Lesson Overview.html
HTML
8.13 KB
01. ND131 C03 L03 A01 Lesson Overview-5bxEvVDVAFQ.en.vtt
VTT
2.63 KB
01. ND131 C03 L03 A01 Lesson Overview-5bxEvVDVAFQ.mp4
MP4
12.41 MB
02. Introduction to Intel VTune.html
HTML
10.42 KB
02. ND131 C03 L03 A02 Introduction To Intel VTune V2-g-wZfDdBTrM.en.vtt
VTT
5.83 KB
02. ND131 C03 L03 A02 Introduction To Intel VTune V2-g-wZfDdBTrM.mp4
MP4
11.04 MB
03. Exercise Profiling Using VTune.html
HTML
9.99 KB
03. ND131 C03 L03 A03 Solution Profiling Using VTune V2-ukYHAjoOLBQ.en.vtt
VTT
1.7 KB
03. ND131 C03 L03 A03 Solution Profiling Using VTune V2-ukYHAjoOLBQ.mp4
MP4
3.14 MB
04. Advanced Concepts in Intel VTune.html
HTML
8.71 KB
04. ND131 C03 L03 A04 Advanced Concepts In Intel Ai-Tune V3-A06iobmSIi0.en.vtt
VTT
3.31 KB
04. ND131 C03 L03 A04 Advanced Concepts In Intel Ai-Tune V3-A06iobmSIi0.mp4
MP4
6.83 MB
05. Exercise Advanced Profiling Using VTune Amplifier.html
HTML
10.5 KB
05. ND131 C03 L03 A05 Solution Advanced Profiling Using VTune-PcjOtHRuMhk.en.vtt
VTT
910 B
05. ND131 C03 L03 A05 Solution Advanced Profiling Using VTune-PcjOtHRuMhk.mp4
MP4
2.28 MB
06. Packaging Your Application.html
HTML
6.94 KB
07. Exercise Packaging Your Application.html
HTML
6.97 KB
08. Exercise Deploying Runtime Package.html
HTML
6.95 KB
09. Lesson Review.html
HTML
6.84 KB
10. Course Review.html
HTML
9.79 KB
10. ND131 C03 L03 A31 Course Review-Yfc59S20r8A.en.vtt
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1.77 KB
10. ND131 C03 L03 A31 Course Review-Yfc59S20r8A.mp4
MP4
8.25 MB
index.html
HTML
5.03 KB
Part 04-Module 01-Lesson 05_Project Computer Pointer Controller
01. ND131 C03 Project Lesson A01 Project Overview V2-pDGPJJVS2jE.en.vtt
VTT
3.72 KB
01. ND131 C03 Project Lesson A01 Project Overview V2-pDGPJJVS2jE.mp4
MP4
13.05 MB
01. Overview.html
HTML
9.5 KB
02. Part 1 Project Setup.html
HTML
11.23 KB
03. ND131 C03 Project Lesson Starter Files V3-tG_o4DM1wus.en.vtt
VTT
4.51 KB
03. ND131 C03 Project Lesson Starter Files V3-tG_o4DM1wus.mp4
MP4
11.04 MB
03. Part 2 Build the Inference Pipeline.html
HTML
11.74 KB
04. Part 3 Complete the README.html
HTML
7.39 KB
05. ND131 C03 Project Lesson A03 Standout Suggestions-sdHeUKpUu3I.en.vtt
VTT
4.09 KB
05. ND131 C03 Project Lesson A03 Standout Suggestions-sdHeUKpUu3I.mp4
MP4
10.29 MB
05. Part 4 Standout Suggestions.html
HTML
10.37 KB
06. Part 5 Check Your Work.html
HTML
8.53 KB
Project Description - Computer Pointer Controller.html
HTML
5.99 KB
Project Rubric - Computer Pointer Controller.html
HTML
12.38 KB
img.zip
ZIP
56.65 KB
index.html
HTML
4.84 KB
assets.zip
ZIP
1.43 MB
index.html
HTML
68.97 KB

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