├── NLP_Datac2476d7.zip ├── PREDICT_MATERIAL_TYPE_FINAL_SOLUTION.ipynb ├── PREDICT_RATING_FINAL_SOLUTION.ipynb ├── Predictive_Data32f5357.zip ├── README.md └── images ├── OOF_PREDICTION.png ├── PIPELINE.jpg ├── Thumbs.db ├── book_wordcloud.png ├── checkouts_dist.png ├── features_material_type.PNG ├── features_predict_rating.PNG ├── job_title.png ├── location_dist.png ├── missing_values_material_type.PNG ├── missing_values_material_type_test.PNG ├── missing_values_rating_test.PNG ├── missing_values_rating_train.PNG ├── negatives_1.png ├── negatives_5.png ├── pipeline_rating.png ├── place_dist.png ├── scores_dist.png ├── sounddisc_wordcloud.png ├── summary_1.png ├── summary_5.png ├── target_dist.png ├── target_dist_materialType.png ├── top_20_creator_dist.png ├── top_20_publisher_dist.png ├── top_20_subjects_dist.png ├── videodisc_wordcloud.png ├── visual_4.png └── zoom_checkouts_material.png /NLP_Datac2476d7.zip: 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