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Udemy - The Complete Intro To Machine Learning With Python
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The Complete Intro to Machine Learning with Python
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + srt | Duration: 29 lectures (5h 1m) | Size: 1.89 GB Hands-on Machine Learning boot-camp with Python, Numpy, Pandas, Regression, Decision Trees, Neural Networks, and more! What you'll learn: Learn the basics of data visualization and pre-processing (Python basics, Numpy, Pandas, Seaborn) Gain theoretical and practical experience with fundamental machine learning algorithms (Linear and Logistic Regression, K-NN, Decision Trees, Neural Networks) Understand advanced ML topics (encoding, ensemble learning techniques, etc.) Submit to your first Kaggle Machine Learning Competition
Requirements No programming or theoretical math prerequisites. We'll teach you everything you need to know.
Description Interested in machine learning but confused by the jargon? If so, we made this course for you.
Machine learning is the fastest-growing field with constant groundbreaking research. If you're interested in any of the following, you'll be interested in ML:
https://FreeCourseWeb.com
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Welcome to the Course/1. Introduction.mp4
82.8 MB
~Get Your Files Here !/1. Welcome to the Course/1. Introduction.srt
12.7 KB
~Get Your Files Here !/10. Neural Networks/1. Intro to Neural Networks.mp4
10.6 MB
~Get Your Files Here !/10. Neural Networks/1. Intro to Neural Networks.srt
2 KB
~Get Your Files Here !/10. Neural Networks/2. Origins of Neural Networks.mp4
25.7 MB
~Get Your Files Here !/10. Neural Networks/2. Origins of Neural Networks.srt
4 KB
~Get Your Files Here !/10. Neural Networks/3. What are neural networks.mp4
27 MB
~Get Your Files Here !/10. Neural Networks/3. What are neural networks.srt
4.6 KB
~Get Your Files Here !/10. Neural Networks/4. Activation Functions.mp4
34.8 MB
~Get Your Files Here !/10. Neural Networks/4. Activation Functions.srt
5.6 KB
~Get Your Files Here !/10. Neural Networks/5. Gradient Descent.mp4
54.2 MB
~Get Your Files Here !/10. Neural Networks/5. Gradient Descent.srt
7.9 KB
~Get Your Files Here !/10. Neural Networks/6. Backpropagation.mp4
89.2 MB
~Get Your Files Here !/10. Neural Networks/6. Backpropagation.srt
12.2 KB
~Get Your Files Here !/10. Neural Networks/7. Implementation.mp4
35.9 MB
~Get Your Files Here !/10. Neural Networks/7. Implementation.srt
6.2 KB
~Get Your Files Here !/2. Python Review/1. Variable Types.mp4
75 MB
~Get Your Files Here !/2. Python Review/1. Variable Types.srt
14.1 KB
~Get Your Files Here !/2. Python Review/2. Lists and Functions.mp4
73.7 MB
~Get Your Files Here !/2. Python Review/2. Lists and Functions.srt
15.2 KB
~Get Your Files Here !/2. Python Review/3. Implementation.mp4
82.3 MB
~Get Your Files Here !/2. Python Review/3. Implementation.srt
25.1 KB
~Get Your Files Here !/2. Python Review/3.1 Python Implementation.ipynb
19.1 KB
~Get Your Files Here !/3. Numpy/1. Numpy Basics.mp4
59.4 MB
~Get Your Files Here !/3. Numpy/1. Numpy Basics.srt
11.7 KB
~Get Your Files Here !/3. Numpy/2. Implementation.mp4
80.7 MB
~Get Your Files Here !/3. Numpy/2. Implementation.srt
17.5 KB
~Get Your Files Here !/3. Numpy/2.1 Numpy Implementation.ipynb
26.5 KB
~Get Your Files Here !/4. Pandas/1. Pandas Basics.mp4
87.3 MB
~Get Your Files Here !/4. Pandas/1. Pandas Basics.srt
10.9 KB
~Get Your Files Here !/4. Pandas/2. Implementation.mp4
174.3 MB
~Get Your Files Here !/4. Pandas/2. Implementation.srt
18.1 KB
~Get Your Files Here !/4. Pandas/2.1 Pandas Implementation.ipynb
25.6 KB
~Get Your Files Here !/5. Seaborn/1. Distribution and Matrix Plots.mp4
89.3 MB
~Get Your Files Here !/5. Seaborn/1. Distribution and Matrix Plots.srt
19.4 KB
~Get Your Files Here !/5. Seaborn/2. Categorical Plots, Regression Plots, and GridsStyle.mp4
66.4 MB
~Get Your Files Here !/5. Seaborn/2. Categorical Plots, Regression Plots, and GridsStyle.srt
15.1 KB
~Get Your Files Here !/5. Seaborn/3. Implementation.mp4
95.6 MB
~Get Your Files Here !/5. Seaborn/3. Implementation.srt
19.3 KB
~Get Your Files Here !/5. Seaborn/3.1 Seaborn Implementation.ipynb
578.7 KB
~Get Your Files Here !/6. Introduction to ML/1. Goals and Types of Machine Learning.mp4
206.2 MB
~Get Your Files Here !/6. Introduction to ML/1. Goals and Types of Machine Learning.srt
26.1 KB
~Get Your Files Here !/7. Linear Regression/1. Linear Regression Theory.mp4
96.7 MB
~Get Your Files Here !/7. Linear Regression/1. Linear Regression Theory.srt
16.4 KB
~Get Your Files Here !/7. Linear Regression/2. Ordinary Least Squares (OLS).mp4
89.5 MB
~Get Your Files Here !/7. Linear Regression/2. Ordinary Least Squares (OLS).srt
15.5 KB
~Get Your Files Here !/7. Linear Regression/3. Implementation Part 1.mp4
190.5 MB
~Get Your Files Here !/7. Linear Regression/3. Implementation Part 1.srt
36.6 KB
~Get Your Files Here !/7. Linear Regression/3.1 Linear Regression Implementation.ipynb
136.6 KB
~Get Your Files Here !/7. Linear Regression/4. Implementation Part 2.mp4
50.3 MB
~Get Your Files Here !/7. Linear Regression/4. Implementation Part 2.srt
13.3 KB
~Get Your Files Here !/7. Linear Regression/4.1 Linear Regression Implementation.ipynb
136.6 KB
~Get Your Files Here !/8. Logistic Regression/1. Logistic Regression Theory.mp4
132.5 MB
~Get Your Files Here !/8. Logistic Regression/1. Logistic Regression Theory.srt
15.1 KB
~Get Your Files Here !/8. Logistic Regression/2. Logistic Regression Metrics and Implementation.mp4
68.4 MB
~Get Your Files Here !/8. Logistic Regression/2. Logistic Regression Metrics and Implementation.srt
10.6 KB
~Get Your Files Here !/8. Logistic Regression/2.1 Logistic Regression Implementation.ipynb
8.5 KB
~Get Your Files Here !/9. Decision Trees/1. Terminology.mp4
55.4 MB
~Get Your Files Here !/9. Decision Trees/1. Terminology.srt
5.8 KB
~Get Your Files Here !/9. Decision Trees/2. Splitting Algorithms.mp4
100.3 MB
~Get Your Files Here !/9. Decision Trees/2. Splitting Algorithms.srt
11 KB
~Get Your Files Here !/9. Decision Trees/3. Random Forests.mp4
22.1 MB
~Get Your Files Here !/9. Decision Trees/3. Random Forests.srt
2.5 KB
~Get Your Files Here !/9. Decision Trees/4. Implementation.mp4
83.8 MB
~Get Your Files Here !/9. Decision Trees/4. Implementation.srt
11.4 KB
~Get Your Files Here !/9. Decision Trees/4.1 Decision Tree Implementation.ipynb
