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~Get Your Files Here !/1. Welcome to the Course/1. Introduction.mp4
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~Get Your Files Here !/1. Welcome to the Course/1. Introduction.srt
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~Get Your Files Here !/10. Neural Networks/1. Intro to Neural Networks.mp4
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~Get Your Files Here !/10. Neural Networks/1. Intro to Neural Networks.srt
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~Get Your Files Here !/10. Neural Networks/2. Origins of Neural Networks.mp4
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~Get Your Files Here !/10. Neural Networks/2. Origins of Neural Networks.srt
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~Get Your Files Here !/10. Neural Networks/3. What are neural networks.mp4
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~Get Your Files Here !/10. Neural Networks/3. What are neural networks.srt
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~Get Your Files Here !/10. Neural Networks/4. Activation Functions.mp4
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~Get Your Files Here !/10. Neural Networks/4. Activation Functions.srt
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~Get Your Files Here !/10. Neural Networks/5. Gradient Descent.mp4
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~Get Your Files Here !/10. Neural Networks/5. Gradient Descent.srt
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~Get Your Files Here !/10. Neural Networks/6. Backpropagation.mp4
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~Get Your Files Here !/10. Neural Networks/6. Backpropagation.srt
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~Get Your Files Here !/10. Neural Networks/7. Implementation.mp4
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~Get Your Files Here !/10. Neural Networks/7. Implementation.srt
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~Get Your Files Here !/2. Python Review/1. Variable Types.mp4
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~Get Your Files Here !/2. Python Review/1. Variable Types.srt
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~Get Your Files Here !/2. Python Review/2. Lists and Functions.mp4
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~Get Your Files Here !/2. Python Review/2. Lists and Functions.srt
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~Get Your Files Here !/2. Python Review/3. Implementation.mp4
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~Get Your Files Here !/2. Python Review/3. Implementation.srt
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~Get Your Files Here !/2. Python Review/3.1 Python Implementation.ipynb
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~Get Your Files Here !/3. Numpy/1. Numpy Basics.mp4
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~Get Your Files Here !/3. Numpy/1. Numpy Basics.srt
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~Get Your Files Here !/3. Numpy/2. Implementation.mp4
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~Get Your Files Here !/3. Numpy/2. Implementation.srt
17.48KB
~Get Your Files Here !/3. Numpy/2.1 Numpy Implementation.ipynb
26.51KB
~Get Your Files Here !/4. Pandas/1. Pandas Basics.mp4
87.33MB
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~Get Your Files Here !/4. Pandas/1. Pandas Basics.srt
10.91KB
~Get Your Files Here !/4. Pandas/2. Implementation.mp4
174.35MB
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~Get Your Files Here !/4. Pandas/2. Implementation.srt
18.12KB
~Get Your Files Here !/4. Pandas/2.1 Pandas Implementation.ipynb
25.6KB
~Get Your Files Here !/5. Seaborn/1. Distribution and Matrix Plots.mp4
89.34MB
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~Get Your Files Here !/5. Seaborn/1. Distribution and Matrix Plots.srt
19.36KB
~Get Your Files Here !/5. Seaborn/2. Categorical Plots, Regression Plots, and GridsStyle.mp4
66.42MB
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~Get Your Files Here !/5. Seaborn/2. Categorical Plots, Regression Plots, and GridsStyle.srt
15.05KB
~Get Your Files Here !/5. Seaborn/3. Implementation.mp4
95.63MB
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~Get Your Files Here !/5. Seaborn/3. Implementation.srt
19.3KB
~Get Your Files Here !/5. Seaborn/3.1 Seaborn Implementation.ipynb
578.68KB
~Get Your Files Here !/6. Introduction to ML/1. Goals and Types of Machine Learning.mp4
206.21MB
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~Get Your Files Here !/6. Introduction to ML/1. Goals and Types of Machine Learning.srt
26.07KB
~Get Your Files Here !/7. Linear Regression/1. Linear Regression Theory.mp4
96.74MB
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~Get Your Files Here !/7. Linear Regression/1. Linear Regression Theory.srt
16.44KB
~Get Your Files Here !/7. Linear Regression/2. Ordinary Least Squares (OLS).mp4
89.55MB
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~Get Your Files Here !/7. Linear Regression/2. Ordinary Least Squares (OLS).srt
15.48KB
~Get Your Files Here !/7. Linear Regression/3. Implementation Part 1.mp4
190.52MB
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~Get Your Files Here !/7. Linear Regression/3. Implementation Part 1.srt
36.57KB
~Get Your Files Here !/7. Linear Regression/3.1 Linear Regression Implementation.ipynb
136.64KB
~Get Your Files Here !/7. Linear Regression/4. Implementation Part 2.mp4
50.33MB
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~Get Your Files Here !/7. Linear Regression/4. Implementation Part 2.srt
13.26KB
~Get Your Files Here !/7. Linear Regression/4.1 Linear Regression Implementation.ipynb
136.64KB
~Get Your Files Here !/8. Logistic Regression/1. Logistic Regression Theory.mp4
132.54MB
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~Get Your Files Here !/8. Logistic Regression/1. Logistic Regression Theory.srt
15.06KB
~Get Your Files Here !/8. Logistic Regression/2. Logistic Regression Metrics and Implementation.mp4
68.41MB
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~Get Your Files Here !/8. Logistic Regression/2. Logistic Regression Metrics and Implementation.srt
10.62KB
~Get Your Files Here !/8. Logistic Regression/2.1 Logistic Regression Implementation.ipynb
8.47KB
~Get Your Files Here !/9. Decision Trees/1. Terminology.mp4
55.43MB
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~Get Your Files Here !/9. Decision Trees/1. Terminology.srt
5.85KB
~Get Your Files Here !/9. Decision Trees/2. Splitting Algorithms.mp4
100.34MB
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~Get Your Files Here !/9. Decision Trees/2. Splitting Algorithms.srt
11.02KB
~Get Your Files Here !/9. Decision Trees/3. Random Forests.mp4
22.08MB
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~Get Your Files Here !/9. Decision Trees/3. Random Forests.srt
2.53KB
~Get Your Files Here !/9. Decision Trees/4. Implementation.mp4
83.85MB
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~Get Your Files Here !/9. Decision Trees/4. Implementation.srt
11.39KB
~Get Your Files Here !/9. Decision Trees/4.1 Decision Tree Implementation.ipynb
354.81KB
~Get Your Files Here !/Bonus Resources.txt
357B
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