├── .gitignore ├── Collaborative Filtering.ipynb ├── LICENSE ├── Market Basket Analysis.ipynb ├── README.md ├── Recomendation system end to end ├── 1) Introduction.ipynb ├── 2) Framing.ipynb ├── 3) Data Wrangling.ipynb ├── 4) Feature Creation.ipynb ├── 5) Model - Distance-Based.ipynb ├── 6) Market Basket Analysis.ipynb ├── 7) Model - Matrix Factorization.ipynb ├── 8) Model - Learning to Rank.ipynb ├── 9) AB Testing.ipynb ├── data │ ├── abtest.csv │ ├── lastfm-matrix-germany.csv │ ├── stories.csv │ ├── story_user_comment.csv │ ├── users.csv │ ├── users1.csv │ ├── users10.csv │ ├── users11.csv │ ├── users12.csv │ ├── users13.csv │ ├── users14.csv │ ├── users15.csv │ ├── users16.csv │ ├── users17.csv │ ├── users18.csv │ ├── users19.csv │ ├── users2.csv │ ├── users20.csv │ ├── users3.csv │ ├── users4.csv │ ├── users5.csv │ ├── users6.csv │ ├── users7.csv │ ├── users8.csv │ └── users9.csv └── img │ ├── 2books.png │ ├── abtest2.gif │ ├── abtest3.png │ ├── basket.jpg │ ├── cosine.png │ ├── hackernews.png │ ├── hypo1.jpg │ ├── hypo2.jpg │ ├── intothinair.jpeg │ ├── mfevolve.png │ ├── movielens.png │ ├── movies.png │ ├── reco.png │ ├── recsys00.jpg │ ├── recsys01.jpg │ ├── recsys02.jpg │ ├── recsys03.jpg │ ├── recsys04.jpg │ ├── recsys05.jpg │ ├── recsys06.jpg │ ├── recsys07.jpg │ ├── recsys08.jpg │ ├── recsys09.jpg │ ├── recsys10.jpg │ ├── recsysevolve.png │ ├── rmu.png │ ├── tochingvoid.jpeg │ ├── ttest1.gif │ └── ttest2.gif ├── Recommendation Engine ├── Average Weighted Recommendation Engines.ipynb ├── Books Recommendation using KNN │ ├── BooksRecommendation using KNN.ipynb │ └── BooksRecommendation.ipynb ├── Content Based Recommendation Engines .ipynb ├── Movie Recommendation Engine │ ├── Movie Recommendation Systems .ipynb │ ├── Movie_Id_Titles │ └── u.data └── Movie Recommendation using KNN │ ├── KNNRecommendation.ipynb │ ├── movies.csv │ └── ratings.csv └── data ├── groceries.csv └── groceries_mba.csv /.gitignore: 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