1. Learning Python.srt Torrent (38 results)

Udemy - Complete Python Developer in 2020: Zero to Mastery [Desire Course]

[DesireCourse.Net] Udemy - Complete Python Developer in 2020 Zero to Mastery

21. Machine Learning + Data Science

1. Section Overview.srt	SRT	3.26 KB
11. Machine Learning 1.srt	SRT	11.49 KB
8. Data Science 1.srt	SRT	10.52 KB

3. Python Basics

1. Learning Python.srt

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2.59 KB

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788

15.01 GB

5 years ago

Udemy - Projects in Machine Learning : Beginner To Professional [Course Drive]

7. Bonus! Supervised Learning Project in Python Part 1.srt

SRT

18.9 KB

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5 years ago

Coursera | Programming For Designers Specialization

[OneHack.Us] Coursera - Programming for Designers Specialization

Creative-coding-for-designers-using-python

01_project-1-particle-systems

01_course-introduction

06_introduction-to-our-learning-environment.en.srt

SRT

10.51 KB

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7 months ago

Udemy - Projects in Machine Learning : Beginner To Professional [TP]

7. Bonus! Supervised Learning Project in Python Part 1.srt

SRT

18.9 KB

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5 years ago

Udemy - Data Science Real World Projects in Python

Data Science Real World Projects in Python

[TutsNode.com] - Data Science Real World Projects in Python

2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning

21. Intuition Behind Linear Regression- Part 3.srt	SRT	28.41 KB
10. Intuition Behind Random Forest Part-1.srt	SRT	26.62 KB
16. Intuition Behind Decision Tree- Part 4.srt	SRT	23.41 KB
1. Introduction to Business Problem & Dataset.srt	SRT	2.03 KB
29. How to Cross Validate your model.srt	SRT	23.07 KB
14. Intuition Behind Decision Tree- Part 2.srt	SRT	21.88 KB
17. Intuition Behind Decision Tree- Part 5.srt	SRT	20.64 KB
15. Intuition Behind Decision Tree- Part 3.srt	SRT	19.97 KB
7. Perform Label Encoding on data.srt	SRT	18.92 KB
28. Intuition Behind Cross Validation- Part 2.srt	SRT	17.57 KB
22. Intuition Behind KNN- Part 1.srt	SRT	17.47 KB
6. Handle Categorical Data & Feature Encoding.srt	SRT	16.36 KB
3. Understanding Data & data-preprocessing.srt	SRT	16.2 KB
19. Intuition Behind Linear Regression- Part 1.srt	SRT	15.87 KB
11. Intuition Behind Random Forest Part-2.srt	SRT	15.36 KB
4. Extract Derived Features from Data.srt	SRT	15.15 KB
12. Applying Random Forest on Data & Automate predictions.srt	SRT	14.84 KB
13. Intuition Behind Decision Tree- Part 1.srt	SRT	14 KB
20. Intuition Behind Linear Regression- Part 2.srt	SRT	13.97 KB
27. Intuition Behind Cross Validation- Part 1.srt	SRT	13.6 KB

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4 years ago

Udemy - Projects in Machine Learning : Beginner To Professional

7. Bonus! Supervised Learning Project in Python Part 1.srt

SRT

18.9 KB

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142

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7 years ago

[UDEMY] PROJECTS IN MACHINE LEARNING : BEGINNER TO PROFESSIONAL [FTU]

7. Bonus! Supervised Learning Project in Python Part 1.srt

SRT

18.9 KB

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7 years ago

The Ultimate 2023 Fullstack Web Development Bootcamp

19. Python 101 Beginner friendly Python

1. Learning Python 2 vs Python 3.srt

SRT

3.97 KB

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2 years ago

Machine Learning, Data Science and Deep Learning with Python

4. Machine Learning with Python

1. Supervised vs. Unsupervised Learning, and TrainTest.srt

SRT

20.9 KB

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5 years ago

Python and Tableau: The Complete Data Analytics Bootcamp!

1. Introduction

1. Introduction to the Course Why we're learning Python and Tableau.srt

SRT

3.52 KB

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3 years ago

Udemy - Machine Learning A-Z™: Hands-On Python & R In Data Science [Desire Course]

[DesireCourse.Net] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

1. Welcome to the course!

1. Applications of Machine Learning.srt	SRT	5.3 KB
10. Installing R and R Studio (Mac, Linux & Windows).srt	SRT	9.15 KB
3. Why Machine Learning is the Future.srt	SRT	9.23 KB
7. Updates on Udemy Reviews.srt	SRT	4.04 KB
8. Installing Python and Anaconda (Mac, Linux & Windows).srt	SRT	12.3 KB

10. Evaluating Regression Models Performance

1. R-Squared Intuition.srt

SRT

7.17 KB

12. Logistic Regression

1. Logistic Regression Intuition.srt	SRT	23.94 KB
3. Logistic Regression in Python - Step 1.srt	SRT	8.76 KB
9. Logistic Regression in R - Step 1.srt	SRT	8.92 KB

13. K-Nearest Neighbors (K-NN)

1. K-Nearest Neighbor Intuition.srt

SRT

8.04 KB

14. Support Vector Machine (SVM)

1. SVM Intuition.srt

SRT

15.72 KB

15. Kernel SVM

1. Kernel SVM Intuition.srt

SRT

4.41 KB

16. Naive Bayes

1. Bayes Theorem.srt

SRT

34.45 KB

17. Decision Tree Classification

1. Decision Tree Classification Intuition.srt

SRT

12.87 KB

18. Random Forest Classification

1. Random Forest Classification Intuition.srt

SRT

7.05 KB

19. Evaluating Classification Models Performance

1. False Positives & False Negatives.srt

SRT

11.29 KB

2. -------------------- Part 1 Data Preprocessing --------------------

1. Welcome to Part 1 - Data Preprocessing.srt	SRT	2.52 KB
10. Feature Scaling.srt	SRT	23.47 KB
11. And here is our Data Preprocessing Template!.srt	SRT	14.15 KB
2. Get the dataset.srt	SRT	10.69 KB

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5 years ago

Complete Machine Learning & Data Science with Python | A-Z

1. Intro to Machine Learning with Python - Uploaded by Snorgared - SAnet.ST

	1. What is Machine Learning.srt	SRT	4.81 KB
	2. Machine Learning Terminology.srt	SRT	2.99 KB

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3 years ago

Udemy - Python for Data Science and Machine Learning Bootcamp (6/2020) [FAC]

[FreeAllCourse.Com] Udemy - Python for Data Science and Machine Learning Bootcamp

1. Course Introduction

	1. Introduction to the Course.srt	SRT	5.9 KB
	2. Course Help and Welcome.srt	SRT	1.15 KB

2. Environment Set-Up

1. Python Environment Setup.srt

SRT

21.25 KB

4. Python Crash Course

	1. Welcome to the Python Crash Course Section!.srt	SRT	553 B
	3. Python Crash Course - Part 1.srt	SRT	27.25 KB

5. Python for Data Analysis - NumPy

1. Welcome to the NumPy Section!.srt

SRT

348 B

6. Python for Data Analysis - Pandas

	1. Welcome to the Pandas Section!.srt	SRT	469 B
	4. DataFrames - Part 1.srt	SRT	21.33 KB

8. Python for Data Visualization - Matplotlib

	1. Welcome to the Data Visualization Section!.srt	SRT	748 B
	3. Matplotlib Part 1.srt	SRT	25.06 KB

9. Python for Data Visualization - Seaborn

1. Introduction to Seaborn.srt

SRT

4.46 KB

10. Python for Data Visualization - Pandas Built-in Data Visualization

1. Pandas Built-in Data Visualization.srt

SRT

20.81 KB

11. Python for Data Visualization - Plotly and Cufflinks

1. Introduction to Plotly and Cufflinks.srt

SRT

5.47 KB

12. Python for Data Visualization - Geographical Plotting

	1. Introduction to Geographical Plotting.srt	SRT	1.36 KB
	2. Choropleth Maps - Part 1 - USA.srt	SRT	26.28 KB

13. Data Capstone Project

1. Welcome to the Data Capstone Projects!.srt	SRT	614 B
3. 911 Calls Solutions - Part 1.srt	SRT	20.88 KB
7. Finance Project - Solutions Part 1.srt	SRT	24.32 KB

15. Linear Regression

	1. Linear Regression Theory.srt	SRT	6.65 KB
	3. Linear Regression with Python - Part 1.srt	SRT	26.06 KB

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5 years ago

10 Assorted Python Courses For Beginners 2020

10 Python Courses For Beginners 2020 [UdemyLibrary.com]

EasyPy3 - Python for Beginners [UdemyLibrary.com]

2. Learning the Basics

1. Your First Code.srt

SRT

10.83 KB

Machine Learning Crash Course for Beginners using Python [UdemyLibrary.com]

1. Introduction to the Course

2. Focus of the Course.srt	SRT	12.86 KB
3. Python Practical of the Course.srt	SRT	8.96 KB
1. Introduction to the Course.srt	SRT	4.1 KB
4. Your Feedback and Review.srt	SRT	2.44 KB

10. Dimensionality Reduction

1. The Curse of Dimensionality.srt

SRT

15.94 KB

11. Deep Learning Overview

1. Introduction to Deep Neural Networks (DNN).srt

SRT

11.46 KB

12. Hands-on Machine Learning Project Using Scikit-Learn

1. Principal Component Analysis (PCA) with Python.srt

SRT

11.99 KB

13. OPTIONAL Section- Mathematics Wrap-up

1. Mathematical Wrap-up on Machine Learning.srt

SRT

48.31 KB

2. Why Machine Learning

1. Machine Learning Applications-Part 1.srt

SRT

10.73 KB

3. Process of Learning from Data

1. Supervised Learning.srt

SRT

11.87 KB

4. Machine Learning Methods

1. Features.srt

SRT

15.76 KB

5. Data Preparation and Preprocessing

1. Handling Image Data.srt

SRT

9.31 KB

6. Machine Learning Models and Optimization

1. Machine Learning Model 1.srt

SRT

11.91 KB

7. Building Machine Learning Model from Scratch

1. Linear Regression from Scratch- Part 1.srt	SRT	8.99 KB
3. Minimun-to-mean Distance Classifier from Scratch- Part 1.srt	SRT	8.44 KB
5. K-means Clustering from Scratch- Part 1.srt	SRT	7.78 KB

8. Overfitting, Underfitting and Generalization

1. Overfitting Introduction.srt

SRT

6.92 KB

9. Machine Learning Model Performance Metrics

1. The Accuracy.srt

SRT

6.94 KB

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5 years ago

Deep Learning A-Z 2025 Neural Networks, AI ChatGPT Jan 2025

25 - Data Preprocessing in Python

	013 Step 1 - Machine Learning Data Prep Splitting Dataset Before Feature Scaling.srt	SRT	6.25 KB
	016 Step 1 - How to Apply Feature Scaling for Preprocessing Machine Learning Data.srt	SRT	10.06 KB

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10 months ago

Complete 2022 Data Science & Machine Learning Bootcamp

03. Python Programming for Data Science and Machine Learning

11. [Python] - Functions - Part 1 Defining and Calling Functions.srt

SRT

10.49 KB

1 matching file from a total of 447 files.

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3 years ago

Udemy - The Complete Python Developer 2024 - ZTM

Udemy - The Complete Python Developer 2024-12

21 - Machine Learning + Data Science

	009 Data Science 1_en.srt	SRT	11.52 KB
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8 months ago

Udemy - Real World Python Test Automation with Pytest (Django app)

Real World Python Test Automation with Pytest (Django app)

[TutsNode.com] - Real World Python Test Automation with Pytest

1. Introduction Course topics, learning tips

1. Course Topics.srt	SRT	9.92 KB
2. About the instructor (Corona Virus Edition).srt	SRT	2.96 KB
3. How get the best of Udemy.srt	SRT	1.87 KB
4. How I suggest Watching the course.srt	SRT	1.87 KB

4 matching files from a total of 99 files.

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5 years ago

Udemy - Complete Python Developer in 2020: Zero to Mastery (Updated 01/20)

Complete Python Developer in 2020 Zero to Mastery

21 Machine Learning Data Science

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	289 Machine Learning 1-en.srt	SRT	11.49 KB

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5 years ago

Udemy | Master Computer Vision™ OpenCV4 in Python with Deep Learning (8/2019) [FTU]

[FreeTutorials.Us] Master Computer Vision OpenCV4 in Python with Deep Learning

1. Course Introduction and Setup

1. Introduction.srt	SRT	2.79 KB
2. Introduction to Computer Vision and OpenCV.srt	SRT	4.49 KB
3. About this course.srt	SRT	8.08 KB
5. Recomended - Setup your OpenCV4.0.1 Virtual Machine.srt	SRT	6.16 KB
6. Installation of OpenCV & Python on Windows.srt	SRT	12.86 KB
9. Set up course materials (DOWNLOAD LINK BELOW) - Not needed if using the new VM.srt	SRT	2.46 KB

10. Computational Photography & Make a License Plate Reader

1. Mini Project # 12 - Photo-Restoration.srt

SRT

9.27 KB

11. Conclusion

1. Course Summary and how to become an Expert.srt

SRT

4.61 KB

12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine

1. Setup your Deep Learning Virtual Machine.srt	SRT	14.55 KB
2. Intro to Handwritten Digit Classification (MNIST).srt	SRT	8.07 KB
3. Intro to Multiple Image Classification (CIFAR10).srt	SRT	4.43 KB

13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks

	1. Neural Networks Chapter Overview.srt	SRT	2.09 KB
	6. Training Part 1 – Loss Functions.srt	SRT	11.91 KB

14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)

1. Convolutional Neural Networks Chapter Overview.srt

SRT

1.49 KB

15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras

1. Introduction to Keras & Tensorflow.srt

SRT

1.33 KB

16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier

1. Data Augmentation Chapter Overview.srt

SRT

1.48 KB

2. Basics of Computer Vision and OpenCV

1. What are Images.srt

SRT

3.37 KB

3. Image Manipulations & Processing

	1. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.srt	SRT	3.46 KB
	15. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.srt	SRT	7.5 KB

4. Image Segmentation & Contours

1. Segmentation and Contours - Extract Defined Shapes In Your Image.srt

SRT

16.81 KB

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6 years ago

Udemy - Deep Learning A-Z™: Hands-On Artificial Neural Networks

[FreeAllCourse.Com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks

1. Welcome to the course

4. Installing Python.srt

SRT

16.3 KB

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5 years ago

Udemy - PYNQ FPGA Development with Python Programming and VIVADO

1. Machine Learning with Python.srt

SRT

21.6 KB

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145

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2 years ago

Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

[FreeAllCourse.Com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

1. Welcome to the course!

1. Applications of Machine Learning.srt	SRT	5.3 KB
10. Installing R and R Studio (Mac, Linux & Windows).srt	SRT	9.15 KB
3. Why Machine Learning is the Future.srt	SRT	9.23 KB
7. Updates on Udemy Reviews.srt	SRT	4.04 KB
8. Installing Python and Anaconda (Mac, Linux & Windows).srt	SRT	12.3 KB

10. Evaluating Regression Models Performance

1. R-Squared Intuition.srt

SRT

7.17 KB

12. Logistic Regression

1. Logistic Regression Intuition.srt	SRT	23.94 KB
3. Logistic Regression in Python - Step 1.srt	SRT	8.76 KB
9. Logistic Regression in R - Step 1.srt	SRT	8.92 KB

13. K-Nearest Neighbors (K-NN)

1. K-Nearest Neighbor Intuition.srt

SRT

8.04 KB

14. Support Vector Machine (SVM)

1. SVM Intuition.srt

SRT

15.72 KB

15. Kernel SVM

1. Kernel SVM Intuition.srt

SRT

4.41 KB

16. Naive Bayes

1. Bayes Theorem.srt

SRT

34.45 KB

17. Decision Tree Classification

1. Decision Tree Classification Intuition.srt

SRT

12.87 KB

18. Random Forest Classification

1. Random Forest Classification Intuition.srt

SRT

7.05 KB

19. Evaluating Classification Models Performance

1. False Positives & False Negatives.srt

SRT

11.29 KB

2. -------------------- Part 1 Data Preprocessing --------------------

1. Welcome to Part 1 - Data Preprocessing.srt	SRT	2.52 KB
10. Feature Scaling.srt	SRT	23.47 KB
11. And here is our Data Preprocessing Template!.srt	SRT	14.15 KB
2. Get the dataset.srt	SRT	10.69 KB

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5 years ago

Udemy - Deep Learning Prerequisites: The Numpy Stack in Python (V2+)

Deep Learning Prerequisites The Numpy Stack in Python (V2+)

[TutsNode.com] - Deep Learning Prerequisites

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)

048 Machine Learning and AI Prerequisite Roadmap (pt 1).en.srt

SRT

16.62 KB

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5 years ago

Udemy - Complete 2020 Data Science & Machine Learning Bootcamp

Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]

Course

3. Python Programming for Data Science and Machine Learning

	11. [Python] - Functions - Part 1 Defining and Calling Functions.srt	SRT	10.49 KB
	1. Windows Users - Install Anaconda.srt	SRT	8.78 KB

4. Introduction to Optimisation and the Gradient Descent Algorithm

8. [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).srt

SRT

42.99 KB

6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1

11. [Python] - Generator Functions & the yield Keyword.srt	SRT	22.32 KB
19. Tokenizing, Removing Stop Words and the Python Set Data Structure.srt	SRT	19.07 KB
25. [Python] - Logical Operators to Create Subsets and Indices.srt	SRT	15.5 KB
26. Word Clouds & How to install Additional Python Packages.srt	SRT	11.97 KB

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5 years ago

[UDEMY] Complete Python Developer in 2020 Zero to Mastery.

Complete Python Developer in 2020 Zero to Mastery

21 Machine Learning Data Science

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	283 Machine Learning 1-en.srt	SRT	11.49 KB

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5 years ago

Udemy - Deep Learning A-Z™: Hands-On Artificial Neural Networks [Desire Course]

[DesireCourse.Net] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks

1. Welcome to the course

4. Installing Python.srt

SRT

16.3 KB

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5 years ago

Udemy - 2021 Python for Data Science & Machine Learning from A-Z

2021 Python for Data Science & Machine Learning from A-Z

[TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z

18. K-means

1. Unsupervised Machine Learning Intro.srt

SRT

29.36 KB

9. Machine Learning

1. Introduction To Machine Learning.srt

SRT

36.98 KB

8. Python Data Visualization

1. Data Visualization Overview.srt

SRT

36.78 KB

1. Introduction

6. How To Get a Data Science Job.srt	SRT	30.62 KB
5. What is a Data Scientist.srt	SRT	26.86 KB
7. Data Science Projects Overview.srt	SRT	19.09 KB
4. Data Science Job Roles.srt	SRT	15.73 KB
2. Data Science + Machine Learning Marketplace.srt	SRT	10.4 KB

16. Ensemble Learning and Random Forests

6. Implementing Random Forests from scratch Part 1.srt

SRT

30.12 KB

7. Pandas Data Analysis

1. Introduction to Pandas.srt

SRT

22.3 KB

10. Data Loading & Exploration

1. Exploratory Data Analysis.srt

SRT

19.07 KB

6. NumPy Data Analysis

1. Intro NumPy Array Data Types.srt

SRT

18.29 KB

15. Decision Trees

4. The Decision Tree ID3 algorithm from scratch Part 1.srt

SRT

14.91 KB

13. Linear and Logistic Regression

1. Linear Regression Intro.srt

SRT

12.16 KB

11. Data Cleaning

1. Feature Scaling.srt

SRT

11.58 KB

4. Statistics for Data Science

1. Intro To Statistics.srt

SRT

11.17 KB

20. Data Science Career

1. Creating A Data Science Resume.srt

SRT

10.52 KB

12. Feature Selecting and Engineering

1. Feature Engineering.srt

SRT

9.42 KB

3. Python For Data Science

1. What is Programming.srt

SRT

9.03 KB

17. Support Vector Machines

1. SVM Outline.srt

SRT

7.4 KB

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4 years ago

Udemy - Natural Language Processing Real-World Projects in Python

Natural Language Processing Real-World Projects in Python

[TutsNode.com] - Natural Language Processing Real-World Projects in Python

2. Project 1--Predict the sentiments of Amazon Customer

	9. Automate your NLP model & Machine Learning Model.srt	SRT	16.99 KB
	12. Applying algorithms of NLP & Machine Learning.srt	SRT	8.98 KB

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4 years ago

Udemy - Python for Data Science

Python for Data Science

[TutsNode.com] - Python for Data Science

1. Introduction to Machine Learning and It’s Technologies

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2. Segment - 03.srt	SRT	3.01 KB
3. Segment - 04-doing-data-science.srt	SRT	5.27 KB
4. Segment - 05-problem-definitions-and-collecting-data.srt	SRT	2.56 KB
5. Segment - 06-data-pipelines-preparation-cleaning-understanding.srt	SRT	4.39 KB
6. Segment - 07-model-building-validation-visualization-data-science-applications.srt	SRT	9.68 KB
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Udemy - Python for Data Science and Data Analysis

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[TutsNode.com] - Python for Data Science and Data Analysis

14. Scikit-Learn for Machine Learning

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Udemy - Deep Learning: Advanced Computer Vision (GANs, SSD, +More!)

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[TutsNode.com] - Deep Learning Advanced Computer Vision (GANs, SSD, +More!)

14. Extra Help With Python Coding for Beginners (FAQ by Student Request)

1. How to Code by Yourself (part 1).srt

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Udemy - Python for Data Science and Machine Learning Bootcamp [Updated]

[FreeAllCourse.Com] Udemy - Python for Data Science and Machine Learning Bootcamp

1. Course Introduction

	1. Introduction to the Course.srt	SRT	5.9 KB
	2. Course Help and Welcome.srt	SRT	1.15 KB

10. Python for Data Visualization - Pandas Built-in Data Visualization

1. Pandas Built-in Data Visualization.srt

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1. Introduction to Plotly and Cufflinks.srt

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12. Python for Data Visualization - Geographical Plotting

	1. Introduction to Geographical Plotting.srt	SRT	1.36 KB
	2. Choropleth Maps - Part 1 - USA.srt	SRT	26.28 KB

13. Data Capstone Project

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3. 911 Calls Solutions - Part 1.srt	SRT	20.88 KB
7. Finance Project - Solutions Part 1.srt	SRT	24.32 KB

14. Introduction to Machine Learning

1. Welcome to the Machine Learning Section!.srt

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15. Linear Regression

	1. Linear Regression Theory.srt	SRT	6.65 KB
	3. Linear Regression with Python - Part 1.srt	SRT	26.06 KB

16. Cross Validation and Bias-Variance Trade-Off

1. Bias Variance Trade-Off.srt

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17. Logistic Regression

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	2. Logistic Regression with Python - Part 1.srt	SRT	26.22 KB

18. K Nearest Neighbors

1. KNN Theory.srt

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19. Decision Trees and Random Forests

	1. Introduction to Tree Methods.srt	SRT	9.92 KB
	4. Decision Trees and Random Forest Solutions Part 1.srt	SRT	17.14 KB

2. Environment Set-Up

1. Python Environment Setup.srt

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20. Support Vector Machines

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Text Analysis and Natural Language Processing With Python

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Udemy - Unsupervised Machine Learning Hidden Markov Models in Python

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[TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python

1. Introduction and Outline

1. Introduction and Outline Why would you want to use an HMM.srt	SRT	5.99 KB
2. Unsupervised or Supervised.srt	SRT	4.03 KB
3. Where to get the Code and Data.srt	SRT	1.71 KB
4. Anyone Can Succeed in this Course.srt	SRT	17.1 KB

2. Markov Models

1. The Markov Property.srt

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3. Markov Models Example Problems and Applications

1. Example Problem Sick or Healthy.srt

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4.82 KB

4. Hidden Markov Models for Discrete Observations

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5. The Forward-Backward Algorithm (part 1).srt	SRT	20.17 KB
8. The Viterbi Algorithm (part 1).srt	SRT	7.4 KB
10. HMM Training (part 1).srt	SRT	5.67 KB

5. Discrete HMMs Using Deep Learning Libraries

1. Gradient Descent Tutorial.srt

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6. HMMs for Continuous Observations

	1. Gaussian Mixture Models with Hidden Markov Models.srt	SRT	5.17 KB
	3. Continuous-Observation HMM in Code (part 1).srt	SRT	13.06 KB

7. HMMs for Classification

1. Generative vs. Discriminative Classifiers.srt

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8. Bonus Example Parts-of-Speech Tagging

1. Parts-of-Speech Tagging Concepts.srt

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7.04 KB

9. Theano, Tensorflow, and Machine Learning Basics Review

1. (Review) Gaussian Mixture Models.srt

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3.67 KB

10. Setting Up Your Environment (FAQ by Student Request)

1. Windows-Focused Environment Setup 2018.srt

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11. Extra Help With Python Coding for Beginners (FAQ by Student Request)

1. How to Code by Yourself (part 1).srt

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12. Effective Learning Strategies for Machine Learning (FAQ by Student Request)

	1. How to Succeed in this Course (Long Version).srt	SRT	14.55 KB
	3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt	SRT	16.03 KB

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Udemy - Complete Machine Learning and Data Science: Zero to Mastery

Udemy - Complete Machine Learning and Data Science Zero to Mastery

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1. What Is A Programming Language.srt

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19. Learn Python Part 2

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[UDEMY] Projects in Machine Learning Beginner To Professional - FTU]

7. Bonus! Supervised Learning Project in Python Part 1.srt

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Udemy - Python Bootcamp 2020 Build 15 working Applications and Games

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[TutsNode.com] - Python Bootcamp 2020 - Build 15 working Applications and Games

1. Introduction

2. Learning by building.srt

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