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[ FreeCourseWeb.com ] Udemy - Let's Make Recommendation Systems Easy with Live Projects

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视频 2021-9-2 12:18 2024-12-14 07:42 283 980.79 MB 38
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文件列表
  1. ~Get Your Files Here !/01 Introduction to Recommendation Systems/001 Introduction to Recommendation Systems.mp429.3MB
  2. ~Get Your Files Here !/01 Introduction to Recommendation Systems/002 Recommendation System from NetFlix.mp437.46MB
  3. ~Get Your Files Here !/01 Introduction to Recommendation Systems/003 Recommendation System from Amazon.com.mp441.93MB
  4. ~Get Your Files Here !/01 Introduction to Recommendation Systems/004 Recommendation System from other Big Tech Companies.mp410.48MB
  5. ~Get Your Files Here !/01 Introduction to Recommendation Systems/005 Advantages of Recommendation Systems Part-I.mp415.61MB
  6. ~Get Your Files Here !/01 Introduction to Recommendation Systems/006 Advantages of Recommendation Systems Part-II.mp423.56MB
  7. ~Get Your Files Here !/01 Introduction to Recommendation Systems/007 Types of Recommendation Systems.mp44.81MB
  8. ~Get Your Files Here !/01 Introduction to Recommendation Systems/008 Weighted Votes - Popularity Based Recommendation System.mp464.31MB
  9. ~Get Your Files Here !/01 Introduction to Recommendation Systems/009 Weighted Rating - Popularity Based Recommendation System.mp421.73MB
  10. ~Get Your Files Here !/01 Introduction to Recommendation Systems/010 Drawbacks of Popularity Based Recommendation System.mp419.54MB
  11. ~Get Your Files Here !/02 Project 1 - Build a Movie Recommendation System/001 Understanding the Problem Statement & Dataset.mp451.79MB
  12. ~Get Your Files Here !/02 Project 1 - Build a Movie Recommendation System/002 Let's get Started with Python Coding.mp421.27MB
  13. ~Get Your Files Here !/02 Project 1 - Build a Movie Recommendation System/003 Calculation of Weighted Votes.mp439.3MB
  14. ~Get Your Files Here !/02 Project 1 - Build a Movie Recommendation System/004 Calculation of Weighted Ratings.mp426.12MB
  15. ~Get Your Files Here !/02 Project 1 - Build a Movie Recommendation System/005 Generating Final Recommendations.mp439.17MB
  16. ~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/001 Introduction to Content Based Recommendation System.mp415.56MB
  17. ~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/002 Tokenization & Tokens in Natural Language Processing (NLP).mp420.9MB
  18. ~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/003 Corpus & Vocabulary.mp414.79MB
  19. ~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/004 Stop Words.mp431.71MB
  20. ~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/005 N-Grams.mp428.2MB
  21. ~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/006 Bag of Words, TDM & DTM.mp435.62MB
  22. ~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/007 TF-IDF & Its Importance.mp418.79MB
  23. ~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/008 Cosine Similarity for Content Matching.mp427.15MB
  24. ~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/009 Vectors & Cosine Similarity.mp439.64MB
  25. ~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/010 Advantages of Content Based Filtering.mp410.23MB
  26. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/001 Introduction to Project & Dataset.mp425.1MB
  27. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/002 Let's get Started with Python Development.mp414.29MB
  28. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/003 CountVectorizer Function.mp420.1MB
  29. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/004 Word Tokenizer & N-grams.mp417.76MB
  30. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/005 Converting tokens into lowercase & Stop Words Removal.mp413.42MB
  31. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/006 min_df & max_df and its importance.mp413.83MB
  32. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/007 Fitting & Transforming the titles.mp413.23MB
  33. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/008 Understanding Feature Matrix.mp412.1MB
  34. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/009 Deep understanding of Feature Matrix.mp433.27MB
  35. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/010 View Features & Their Presence in Titles.mp433.04MB
  36. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/011 Cosine Similarity Matrix.mp420.44MB
  37. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/012 Analyzing the Results of Similarity Matrix.mp430.52MB
  38. ~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/013 Books Recommendation in Action.mp444.75MB
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