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~Get Your Files Here !/21 - Artificial Neural Networks/41 - Artificial Neural Networks Theory.mp4 82.9 MB- ~Get Your Files Here !/23 - Recurrent Neural Networks/47 - Recurrent Neural Networks Theory.mp4 58.9 MB
- ~Get Your Files Here !/18 - Principal Component Analysis/36 - Principal Component Analysis Theory.mp4 58.3 MB
- ~Get Your Files Here !/16 - Eclat and Apior/31 - Apriori.mp4 56.6 MB
- ~Get Your Files Here !/11 - Naive Bayes/21 - Naive Bayes Theory.mp4 54.0 MB
- ~Get Your Files Here !/22 - Convolutional Neural Networks/45 - Convolutional Neural Networks Theory.mp4 52.1 MB
- ~Get Your Files Here !/13 - K Means Clustering/24 - K Means Clustering.mp4 48.3 MB
- ~Get Your Files Here !/5 - Decision Tree Classification and Regression Trees/9 - Decision Tree Theory.mp4 46.4 MB
- ~Get Your Files Here !/10 - Support Vector Machines SVM/18 - Support Vector Machine Theory.mp4 46.0 MB
- ~Get Your Files Here !/14 - Hierarchical Clustering/27 - Hierarchical Clustering Theory.mp4 44.6 MB
- ~Get Your Files Here !/19 - Linear Discriminant Analysis LDA/38 - Linear Discriminant Analysis Theory.mp4 40.6 MB
- ~Get Your Files Here !/8 - Logistic Regression/14 - Logistic Regression Theory.mp4 40.5 MB
- ~Get Your Files Here !/4 - Linear Regression/7 - Linear Regression Theory.mp4 38.4 MB
- ~Get Your Files Here !/6 - Random Forests/11 - Random Forest Theory.mp4 38.0 MB
- ~Get Your Files Here !/14 - Hierarchical Clustering/28 - Hierarchical clustering Practical Labs.mp4 37.1 MB
- ~Get Your Files Here !/2 - Setting up your Python Integrated Development Environment IDE for Course Labs/3 - Hello World in Jupyter Notebook.mp4 36.3 MB
- ~Get Your Files Here !/9 - K Nearest Neighbors/16 - K Nearest Neighbors Theory.mp4 31.9 MB
- ~Get Your Files Here !/16 - Eclat and Apior/33 - Eclat Theory.mp4 29.4 MB
- ~Get Your Files Here !/5 - Decision Tree Classification and Regression Trees/10 - Decision Tree Practical Labs.mp4 28.4 MB
- ~Get Your Files Here !/4 - Linear Regression/8 - Linear Regression Practical Labs.mp4 27.9 MB
~Get Your Files Here !/24 - Conclusion and Bonus Section/50 - Little something for our Students.html 
~Get Your Files Here !/Bonus Resources.txt 
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