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FreeCourseWeb Udemy Let s Make Recommendation Systems Easy with Live Projects

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Uploader: freecoursewb
Source: 1 Logo 1337x
Type: Tutorials
Language: English
Category: Other
Size: 989.1 MB
Added: Oct. 25, 2023, 7:30 p.m.
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Files:
  1. Get Bonus Downloads Here.url 183 bytes
  2. 001 Introduction to Recommendation Systems.en.srt 6.7 KB
  3. 001 Introduction to Recommendation Systems.mp4 29.3 MB
  4. 002 Recommendation System from NetFlix.en.srt 4.1 KB
  5. 002 Recommendation System from NetFlix.mp4 37.5 MB
  6. 003 Recommendation System from Amazon.com.en.srt 6.8 KB
  7. 003 Recommendation System from Amazon.com.mp4 41.9 MB
  8. 004 Recommendation System from other Big Tech Companies.en.srt 3.4 KB
  9. 004 Recommendation System from other Big Tech Companies.mp4 10.5 MB
  10. 005 Advantages of Recommendation Systems Part-I.en.srt 5.2 KB
  11. 005 Advantages of Recommendation Systems Part-I.mp4 15.6 MB
  12. 006 Advantages of Recommendation Systems Part-II.en.srt 5.7 KB
  13. 006 Advantages of Recommendation Systems Part-II.mp4 23.6 MB
  14. 007 Types of Recommendation Systems.en.srt 3.1 KB
  15. 007 Types of Recommendation Systems.mp4 4.8 MB
  16. 008 Weighted Votes - Popularity Based Recommendation System.en.srt 11.1 KB
  17. 008 Weighted Votes - Popularity Based Recommendation System.mp4 64.3 MB
  18. 009 Weighted Rating - Popularity Based Recommendation System.en.srt 4.4 KB
  19. 009 Weighted Rating - Popularity Based Recommendation System.mp4 21.7 MB
  20. 010 Drawbacks of Popularity Based Recommendation System.en.srt 8.8 KB
  21. 010 Drawbacks of Popularity Based Recommendation System.mp4 19.5 MB
  22. 001 Understanding the Problem Statement & Dataset.en.srt 4.7 KB
  23. 001 Understanding the Problem Statement & Dataset.mp4 51.8 MB
  24. 002 Let's get Started with Python Coding.en.srt 4.0 KB
  25. 002 Let's get Started with Python Coding.mp4 21.3 MB
  26. 003 Calculation of Weighted Votes.en.srt 8.6 KB
  27. 003 Calculation of Weighted Votes.mp4 39.3 MB
  28. 004 Calculation of Weighted Ratings.en.srt 5.5 KB
  29. 004 Calculation of Weighted Ratings.mp4 26.1 MB
  30. 005 Generating Final Recommendations.en.srt 7.6 KB
  31. 005 Generating Final Recommendations.mp4 39.2 MB
  32. 011 MoviesData.csv 8.1 MB
  33. 001 Introduction to Content Based Recommendation System.en.srt 3.8 KB
  34. 001 Introduction to Content Based Recommendation System.mp4 15.6 MB
  35. 002 Tokenization & Tokens in Natural Language Processing (NLP).en.srt 4.9 KB
  36. 002 Tokenization & Tokens in Natural Language Processing (NLP).mp4 20.9 MB
  37. 003 Corpus & Vocabulary.en.srt 2.7 KB
  38. 003 Corpus & Vocabulary.mp4 14.8 MB
  39. 004 Stop Words.en.srt 4.5 KB
  40. 004 Stop Words.mp4 31.7 MB
  41. 005 N-Grams.en.srt 4.0 KB
  42. 005 N-Grams.mp4 28.2 MB
  43. 006 Bag of Words, TDM & DTM.en.srt 4.6 KB
  44. 006 Bag of Words, TDM & DTM.mp4 35.6 MB
  45. 007 TF-IDF & Its Importance.en.srt 4.2 KB
  46. 007 TF-IDF & Its Importance.mp4 18.8 MB
  47. 008 Cosine Similarity for Content Matching.en.srt 4.8 KB
  48. 008 Cosine Similarity for Content Matching.mp4 27.1 MB
  49. 009 Vectors & Cosine Similarity.en.srt 6.4 KB
  50. 009 Vectors & Cosine Similarity.mp4 39.6 MB
  51. 010 Advantages of Content Based Filtering.en.srt 3.7 KB
  52. 010 Advantages of Content Based Filtering.mp4 10.2 MB
  53. 001 Introduction to Project & Dataset.en.srt 3.5 KB
  54. 001 Introduction to Project & Dataset.mp4 25.1 MB
  55. 002 Let's get Started with Python Development.en.srt 2.7 KB
  56. 002 Let's get Started with Python Development.mp4 14.3 MB
  57. 003 CountVectorizer Function.en.srt 3.7 KB
  58. 003 CountVectorizer Function.mp4 20.1 MB
  59. 004 Word Tokenizer & N-grams.en.srt 3.8 KB
  60. 004 Word Tokenizer & N-grams.mp4 17.8 MB
  61. 005 Converting tokens into lowercase & Stop Words Removal.en.srt 2.9 KB
  62. 005 Converting tokens into lowercase & Stop Words Removal.mp4 13.4 MB
  63. 006 min_df & max_df and its importance.en.srt 3.4 KB
  64. 006 min_df & max_df and its importance.mp4 13.8 MB
  65. 007 Fitting & Transforming the titles.en.srt 3.3 KB
  66. 007 Fitting & Transforming the titles.mp4 13.2 MB
  67. 008 Understanding Feature Matrix.en.srt 2.8 KB
  68. 008 Understanding Feature Matrix.mp4 12.1 MB
  69. 009 Deep understanding of Feature Matrix.en.srt 6.8 KB
  70. 009 Deep understanding of Feature Matrix.mp4 33.3 MB
  71. 010 View Features & Their Presence in Titles.en.srt 4.2 KB
  72. 010 View Features & Their Presence in Titles.mp4 33.0 MB
  73. 011 Cosine Similarity Matrix.en.srt 6.2 KB
  74. 011 Cosine Similarity Matrix.mp4 20.4 MB
  75. 012 Analyzing the Results of Similarity Matrix.en.srt 5.6 KB
  76. 012 Analyzing the Results of Similarity Matrix.mp4 30.5 MB
  77. 013 Books Recommendation in Action.en.srt 9.3 KB
  78. 013 Books Recommendation in Action.mp4 44.8 MB
  79. Bonus Resources.txt 357 bytes

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