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01.Get Started with Text Mining and Cleaning Data/0101.The Course Overview.mp4 | 39.39 MB |
01.Get Started with Text Mining and Cleaning Data/0102.Exploring Recommendation Engines.mp4 | 70.49 MB |
01.Get Started with Text Mining and Cleaning Data/0103.Working with Variables You Are Taking into Consideration.mp4 | 8.48 MB |
01.Get Started with Text Mining and Cleaning Data/0104.Setting Up Your Working Environment.mp4 | 16.41 MB |
01.Get Started with Text Mining and Cleaning Data/0105.Understanding Text Data Source and Variables.mp4 | 26.16 MB |
01.Get Started with Text Mining and Cleaning Data/0106.Imputation Methods for Missing Data.mp4 | 15.65 MB |
02.Collaborative Filtering-Based Recommender System/0201.Understanding Collaborative Filtering.mp4 | 5.59 MB |
02.Collaborative Filtering-Based Recommender System/0202.Exploring the Required Functions – Logic.mp4 | 4.08 MB |
02.Collaborative Filtering-Based Recommender System/0203.Implementation of CF Recommender System.mp4 | 5.60 MB |
02.Collaborative Filtering-Based Recommender System/0204.Applying the CF Algorithm to the IMDBs Dataset.mp4 | 9.85 MB |
02.Collaborative Filtering-Based Recommender System/0205.Evaluating the Collaborative Filtering Recommender.mp4 | 9.12 MB |
03.Content and Popularity Based Recommender Systems/0301.Understanding Content-Based Recommender System.mp4 | 6.37 MB |
03.Content and Popularity Based Recommender Systems/0302.Implementing the Content-Based Recommender System.mp4 | 18.87 MB |
03.Content and Popularity Based Recommender Systems/0303.Understanding Popularity-Based Recommender System.mp4 | 10.29 MB |
03.Content and Popularity Based Recommender Systems/0304.Implementing the Popularity-Based Recommender System.mp4 | 9.58 MB |
03.Content and Popularity Based Recommender Systems/0305.Evaluating Content-Based and Popularity-Based Recommender Systems.mp4 | 10.26 MB |
04.Hybrid Recommender System/0401.Exploring Hybrid Filtering Techniques.mp4 | 9.16 MB |
04.Hybrid Recommender System/0402.Working with the Required Functions – Logic.mp4 | 6.93 MB |
04.Hybrid Recommender System/0403.Algorithm Implementation for Hybrid Recommender System.mp4 | 5.11 MB |
04.Hybrid Recommender System/0404.Implementation of the Hybrid Recommender System.mp4 | 15.56 MB |
04.Hybrid Recommender System/0405.Evaluating the Hybrid Recommender System.mp4 | 7.38 MB |
05.Flask Web Application Using PyCharm/0501.Understanding the Web Framework – Flask.mp4 | 8.62 MB |
05.Flask Web Application Using PyCharm/0502.Setting Up the Integrated Development Environment.mp4 | 16.08 MB |
05.Flask Web Application Using PyCharm/0503.Creating a Web Application Using Flask.mp4 | 77.54 MB |
05.Flask Web Application Using PyCharm/0504.Implementation of a Web Application Using Flask.mp4 | 150.34 MB |
Exercise Files/exercise_files.zip | 9.15 MB |