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~Get Your Files Here !/1. Introduction to Machine Learning/1. What is Machine Learning.mp4
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~Get Your Files Here !/1. Introduction to Machine Learning/1. What is Machine Learning.srt
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~Get Your Files Here !/1. Introduction to Machine Learning/2. Applications of Machine Learning.mp4
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~Get Your Files Here !/1. Introduction to Machine Learning/2. Applications of Machine Learning.srt
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~Get Your Files Here !/1. Introduction to Machine Learning/3. Machine learning Methods.mp4
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~Get Your Files Here !/1. Introduction to Machine Learning/3. Machine learning Methods.srt
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~Get Your Files Here !/1. Introduction to Machine Learning/4. What is Supervised learning.mp4
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~Get Your Files Here !/1. Introduction to Machine Learning/5. What is Unsupervised learning.mp4
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~Get Your Files Here !/1. Introduction to Machine Learning/6. Supervised learning vs Unsupervised learning.mp4
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~Get Your Files Here !/1. Introduction to Machine Learning/6. Supervised learning vs Unsupervised learning.srt
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~Get Your Files Here !/1. Introduction to Machine Learning/7. Course Materials.html
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~Get Your Files Here !/1. Introduction to Machine Learning/7.1 50_Startups.csv
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~Get Your Files Here !/1. Introduction to Machine Learning/7.10 Movie_Id_Titles.original
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~Get Your Files Here !/1. Introduction to Machine Learning/7.11 MultipleLinearRegression.ipynb
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~Get Your Files Here !/1. Introduction to Machine Learning/7.12 Recommender Systems with Python.ipynb
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~Get Your Files Here !/1. Introduction to Machine Learning/7.2 Decision_tree.ipynb
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~Get Your Files Here !/1. Introduction to Machine Learning/7.3 homeprices.csv
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~Get Your Files Here !/1. Introduction to Machine Learning/7.4 K-means algorithm numpy&pandas clustering.ipynb
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~Get Your Files Here !/1. Introduction to Machine Learning/7.5 KNN_Binary_Classification.ipynb
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~Get Your Files Here !/1. Introduction to Machine Learning/7.8 mall customers data.csv
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~Get Your Files Here !/2. Simple Linear Regression/1. Introduction to regression.mp4
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~Get Your Files Here !/2. Simple Linear Regression/2. How Does Linear Regression Work.mp4
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~Get Your Files Here !/2. Simple Linear Regression/3. Line representation.mp4
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~Get Your Files Here !/2. Simple Linear Regression/3. Line representation.srt
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~Get Your Files Here !/2. Simple Linear Regression/4. Implementation in python Importing libraries & datasets.mp4
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~Get Your Files Here !/2. Simple Linear Regression/4. Implementation in python Importing libraries & datasets.srt
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~Get Your Files Here !/2. Simple Linear Regression/5. Implementation in python Distribution of the data.srt
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~Get Your Files Here !/2. Simple Linear Regression/6. Implementation in python Creating a linear regression object.mp4
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~Get Your Files Here !/2. Simple Linear Regression/6. Implementation in python Creating a linear regression object.srt
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~Get Your Files Here !/3. Multiple Linear Regression/1. Understanding Multiple linear regression.mp4
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~Get Your Files Here !/3. Multiple Linear Regression/1. Understanding Multiple linear regression.srt
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~Get Your Files Here !/3. Multiple Linear Regression/2. Implementation in python Exploring the dataset.srt
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~Get Your Files Here !/3. Multiple Linear Regression/3. Implementation in python Encoding Categorical Data.mp4
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~Get Your Files Here !/3. Multiple Linear Regression/3. Implementation in python Encoding Categorical Data.srt
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~Get Your Files Here !/3. Multiple Linear Regression/4. Implementation in python Splitting data into Train and Test Sets.mp4
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~Get Your Files Here !/3. Multiple Linear Regression/4. Implementation in python Splitting data into Train and Test Sets.srt
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~Get Your Files Here !/3. Multiple Linear Regression/5. Implementation in python Training the model on the Training set.mp4
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~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/6. Implementation in python Importing the dataset.srt
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~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/7. Implementation in python Splitting data into Train and Test Sets.srt
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~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/8. Implementation in python Feature Scaling.mp4
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~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/8. Implementation in python Feature Scaling.srt
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~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/9. Implementation in python Importing the KNN classifier.srt
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~Get Your Files Here !/5. Classification Algorithms Decision Tree/1. Introduction to decision trees.mp4
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~Get Your Files Here !/5. Classification Algorithms Decision Tree/2. What is Entropy.mp4
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~Get Your Files Here !/5. Classification Algorithms Decision Tree/3. Exploring the dataset.srt
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~Get Your Files Here !/5. Classification Algorithms Decision Tree/4. Decision tree structure.mp4
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~Get Your Files Here !/5. Classification Algorithms Decision Tree/4. Decision tree structure.srt
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~Get Your Files Here !/5. Classification Algorithms Decision Tree/5. Implementation in python Importing libraries & datasets.mp4
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~Get Your Files Here !/5. Classification Algorithms Decision Tree/5. Implementation in python Importing libraries & datasets.srt
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/1. Introduction.mp4
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/1. Introduction.srt
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/2. Implementation steps.mp4
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/3. Implementation in python Importing libraries & datasets.srt
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/4. Implementation in python Splitting data into Train and Test Sets.srt
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/5. Implementation in python Pre-processing.mp4
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/5. Implementation in python Pre-processing.srt
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/6. Implementation in python Training the model.mp4
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/6. Implementation in python Training the model.srt
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/7. Implementation in python Results prediction & Confusion matrix.mp4
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/7. Implementation in python Results prediction & Confusion matrix.srt
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/8. Logistic Regression vs Linear Regression.mp4
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~Get Your Files Here !/6. Classification Algorithms Logistic regression/8. Logistic Regression vs Linear Regression.srt
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~Get Your Files Here !/7. Clustering/1. Introduction to clustering.mp4
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~Get Your Files Here !/7. Clustering/1. Introduction to clustering.srt
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~Get Your Files Here !/7. Clustering/10. Importing the dataset.mp4
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~Get Your Files Here !/7. Clustering/10. Importing the dataset.srt
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~Get Your Files Here !/7. Clustering/11. Visualizing the dataset.mp4
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~Get Your Files Here !/7. Clustering/11. Visualizing the dataset.srt
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~Get Your Files Here !/7. Clustering/12. Defining the classifier.mp4
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~Get Your Files Here !/7. Clustering/12. Defining the classifier.srt
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~Get Your Files Here !/7. Clustering/13. 3D Visualization of the clusters.mp4
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~Get Your Files Here !/7. Clustering/13. 3D Visualization of the clusters.srt
1.59KB
~Get Your Files Here !/7. Clustering/14. 3D Visualization of the predicted values.mp4
12.84MB
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~Get Your Files Here !/7. Clustering/14. 3D Visualization of the predicted values.srt
2.77KB
~Get Your Files Here !/7. Clustering/15. Number of predicted clusters.mp4
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~Get Your Files Here !/7. Clustering/15. Number of predicted clusters.srt
2.09KB
~Get Your Files Here !/7. Clustering/2. Use cases.mp4
4.05MB
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~Get Your Files Here !/7. Clustering/2. Use cases.srt
1KB
~Get Your Files Here !/7. Clustering/3. K-Means Clustering Algorithm.mp4
6.62MB
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~Get Your Files Here !/7. Clustering/3. K-Means Clustering Algorithm.srt
1.53KB
~Get Your Files Here !/7. Clustering/4. Elbow method.mp4
7.02MB
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~Get Your Files Here !/7. Clustering/4. Elbow method.srt
1.74KB
~Get Your Files Here !/7. Clustering/5. Steps of the Elbow method.mp4
5.84MB
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~Get Your Files Here !/7. Clustering/5. Steps of the Elbow method.srt
1.1KB
~Get Your Files Here !/7. Clustering/6. Implementation in python.mp4
19MB
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~Get Your Files Here !/7. Clustering/6. Implementation in python.srt
3.66KB
~Get Your Files Here !/7. Clustering/7. Hierarchical clustering.mp4
7.42MB
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~Get Your Files Here !/7. Clustering/7. Hierarchical clustering.srt
1.26KB
~Get Your Files Here !/7. Clustering/8. Density-based clustering.mp4
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~Get Your Files Here !/7. Clustering/8. Density-based clustering.srt
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~Get Your Files Here !/7. Clustering/9. Implementation of k-means clustering in python.mp4
3.93MB
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~Get Your Files Here !/7. Clustering/9. Implementation of k-means clustering in python.srt
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~Get Your Files Here !/8. Recommender System/1. Introduction.mp4
7.54MB
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~Get Your Files Here !/8. Recommender System/1. Introduction.srt
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~Get Your Files Here !/8. Recommender System/10. Data pre-processing.mp4
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~Get Your Files Here !/8. Recommender System/10. Data pre-processing.srt
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~Get Your Files Here !/8. Recommender System/11. Sorting the most-rated movies.mp4
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~Get Your Files Here !/8. Recommender System/11. Sorting the most-rated movies.srt
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~Get Your Files Here !/8. Recommender System/12. Grabbing the ratings for two movies.mp4
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~Get Your Files Here !/8. Recommender System/12. Grabbing the ratings for two movies.srt
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~Get Your Files Here !/8. Recommender System/13. Correlation between the most-rated movies.mp4
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~Get Your Files Here !/8. Recommender System/13. Correlation between the most-rated movies.srt
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~Get Your Files Here !/8. Recommender System/14. Sorting the data by correlation.mp4
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~Get Your Files Here !/8. Recommender System/14. Sorting the data by correlation.srt
1.46KB
~Get Your Files Here !/8. Recommender System/15. Filtering out movies.mp4
4.79MB
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~Get Your Files Here !/8. Recommender System/15. Filtering out movies.srt
726B
~Get Your Files Here !/8. Recommender System/16. Sorting values.mp4
6.84MB
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~Get Your Files Here !/8. Recommender System/16. Sorting values.srt
1.11KB
~Get Your Files Here !/8. Recommender System/17. Repeating the process for another movie.mp4
12.66MB
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~Get Your Files Here !/8. Recommender System/17. Repeating the process for another movie.srt
2.54KB
~Get Your Files Here !/8. Recommender System/18. Quiz Time.html
188B
~Get Your Files Here !/8. Recommender System/2. Collaborative Filtering in Recommender Systems.mp4
4.16MB
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~Get Your Files Here !/8. Recommender System/2. Collaborative Filtering in Recommender Systems.srt
674B
~Get Your Files Here !/8. Recommender System/3. Content-based Recommender System.mp4
4.88MB
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~Get Your Files Here !/8. Recommender System/3. Content-based Recommender System.srt
765B
~Get Your Files Here !/8. Recommender System/4. Implementation in python Importing libraries & datasets.mp4
10.26MB
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~Get Your Files Here !/8. Recommender System/4. Implementation in python Importing libraries & datasets.srt
3.13KB
~Get Your Files Here !/8. Recommender System/5. Merging datasets into one dataframe.mp4
4.19MB
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~Get Your Files Here !/8. Recommender System/5. Merging datasets into one dataframe.srt
622B
~Get Your Files Here !/8. Recommender System/6. Sorting by title and rating.mp4
19.33MB
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~Get Your Files Here !/8. Recommender System/6. Sorting by title and rating.srt
5.68KB
~Get Your Files Here !/8. Recommender System/7. Histogram showing number of ratings.mp4
5.67MB
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~Get Your Files Here !/8. Recommender System/7. Histogram showing number of ratings.srt
779B
~Get Your Files Here !/8. Recommender System/8. Frequency distribution.mp4
6.05MB
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~Get Your Files Here !/8. Recommender System/8. Frequency distribution.srt
1.25KB
~Get Your Files Here !/8. Recommender System/9. Jointplot of the ratings and number of ratings.mp4
7.28MB
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~Get Your Files Here !/8. Recommender System/9. Jointplot of the ratings and number of ratings.srt
1.33KB
~Get Your Files Here !/9. Conclusion/1. Conclusion.mp4
2.8MB
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~Get Your Files Here !/9. Conclusion/1. Conclusion.srt
414B
~Get Your Files Here !/Bonus Resources.txt
386B