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Recommendation Engine Bootcamp with 3 Capstone Projects

  • 收录时间:2022-10-28 08:28:16
  • 文件大小:3GB
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  • 最近下载:2022-10-28 08:28:16
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文件列表

  1. 04 Singular Value Decomposition/001 Introduction to SVD.mp4 112MB
  2. 03 Collaborative Based Filtering/001 Introduction to Collaborative Filtering.mp4 81MB
  3. 02 Content Based Filtering/002 Preprocessing the Data for Content Based Filtering.mp4 77MB
  4. 03 Collaborative Based Filtering/002 Preprocessing the Data for Collaborative Filtering.mp4 72MB
  5. 06 Movie Recommender Systems/016 Recommending Similar Genres and Movies.mp4 68MB
  6. 03 Collaborative Based Filtering/004 Interpreting the Results obtained from User Based Filtering.mp4 64MB
  7. 03 Collaborative Based Filtering/005 Implementation of Item Based Collaborative Filtering.mp4 64MB
  8. 02 Content Based Filtering/004 Introduction to Transactional Encoder.mp4 63MB
  9. 03 Collaborative Based Filtering/003 Implementation of User Based Collaborative Filtering.mp4 62MB
  10. 04 Singular Value Decomposition/004 Comparing Content, and Collaborative Based Filtering.mp4 62MB
  11. 07 Open Jobs Analyzer and Recommendation System/002 Setting up the Environment.mp4 61MB
  12. 06 Movie Recommender Systems/013 Comparing Critically acclaimed Actors.mp4 61MB
  13. 02 Content Based Filtering/001 Introduction to Content Based Filtering.mp4 59MB
  14. 02 Content Based Filtering/003 Filtering Movies Based on Genres.mp4 59MB
  15. 05 Case Studies from Giants/002 Case Study for Youtube.mp4 58MB
  16. 07 Open Jobs Analyzer and Recommendation System/005 Finding Important Metrics for Salary.mp4 58MB
  17. 01 Introduction to Recommendation System/003 Types of Recommender Systems.mp4 57MB
  18. 05 Case Studies from Giants/001 Case Study for Netflix.mp4 56MB
  19. 02 Content Based Filtering/005 Recommending Similar Movies to Watch.mp4 56MB
  20. 03 Collaborative Based Filtering/006 Quiz Solution.mp4 56MB
  21. 07 Open Jobs Analyzer and Recommendation System/007 Finding Locations with Highest Job Vacancies.mp4 54MB
  22. 01 Introduction to Recommendation System/004 Evaluating Recommender Systems.mp4 53MB
  23. 06 Movie Recommender Systems/004 Missing Values Imputation.mp4 52MB
  24. 06 Movie Recommender Systems/006 Manipulating the Duration and Language Column.mp4 51MB
  25. 06 Movie Recommender Systems/005 Top 10 Profitable Movies.mp4 50MB
  26. 07 Open Jobs Analyzer and Recommendation System/21. naukri.csv 50MB
  27. 06 Movie Recommender Systems/007 Extracting the Movie Genres.mp4 50MB
  28. 02 Content Based Filtering/006 Quiz Solution.mp4 49MB
  29. 06 Movie Recommender Systems/002 Taking a Deep Dive into the Dataset.mp4 48MB
  30. 04 Singular Value Decomposition/005 Quiz Solution.mp4 48MB
  31. 06 Movie Recommender Systems/012 Association between IMDB Rating and Duration.mp4 47MB
  32. 06 Movie Recommender Systems/015 Recommending Movies based on Languages and Actors.mp4 47MB
  33. 08 Outro Section/001 Conclusion.mp4 46MB
  34. 06 Movie Recommender Systems/011 Gross Comparison of Long and Short Movies.mp4 46MB
  35. 04 Singular Value Decomposition/003 Interpreting Results Obtained from SVD.mp4 46MB
  36. 06 Movie Recommender Systems/001 Setting up the Environment.mp4 46MB
  37. 01 Introduction to Recommendation System/002 What are it's Use Cases.mp4 45MB
  38. 06 Movie Recommender Systems/010 Loss and Profit Analysis on English and Foreign Movies.mp4 42MB
  39. 04 Singular Value Decomposition/002 Implementing SVD using Surprise.mp4 41MB
  40. 01 Introduction to Recommendation System/001 Introduction to Recommender systems.mp4 41MB
  41. 07 Open Jobs Analyzer and Recommendation System/001 Understanding the Problem Statement.mp4 39MB
  42. 07 Open Jobs Analyzer and Recommendation System/003 Taking a Deep Dive into the Job Dataset.mp4 39MB
  43. 06 Movie Recommender Systems/009 Analyzing Which Genre is Most Bankable_.mp4 38MB
  44. 07 Open Jobs Analyzer and Recommendation System/012 Cleaning the Rest of the Dataset.mp4 37MB
  45. 07 Open Jobs Analyzer and Recommendation System/015 Understanding Relation between Industries and Education.mp4 35MB
  46. 07 Open Jobs Analyzer and Recommendation System/016 Key Takeaways and Findings from the Project.mp4 34MB
  47. 07 Open Jobs Analyzer and Recommendation System/011 Analyzing the Top Skills required for Jobs.mp4 34MB
  48. 06 Movie Recommender Systems/014 Top Movies based on Gross, and IMDB.mp4 33MB
  49. 06 Movie Recommender Systems/017 Key Takeaways from this Project.mp4 33MB
  50. 07 Open Jobs Analyzer and Recommendation System/014 Making a Function to Search for Jobs.mp4 33MB
  51. 06 Movie Recommender Systems/008 Top 10 Most Popular Movies on Social Media.mp4 33MB
  52. 07 Open Jobs Analyzer and Recommendation System/010 Analyzing the Industries with highest no. of Jobs.mp4 32MB
  53. 01 Introduction to Recommendation System/005 Q and A.mp4 32MB
  54. 06 Movie Recommender Systems/003 Understanding the Problem Statement.mp4 31MB
  55. 07 Open Jobs Analyzer and Recommendation System/006 Taking a Deep Dive at the Naukri Dataset.mp4 28MB
  56. 07 Open Jobs Analyzer and Recommendation System/009 Most Demanded Degrees for Jobs.mp4 27MB
  57. 07 Open Jobs Analyzer and Recommendation System/013 Gathering Vital Information from the Dataset.mp4 27MB
  58. 07 Open Jobs Analyzer and Recommendation System/008 Analyzing the Experience required for Jobs.mp4 26MB
  59. 07 Open Jobs Analyzer and Recommendation System/004 Analyzing the Job Metrices.mp4 25MB
  60. 01 Introduction to Recommendation System/Recommendation System/movie_dataset.csv 22MB
  61. 07 Open Jobs Analyzer and Recommendation System/Final Solution.ipynb 12MB
  62. 01 Introduction to Recommendation System/Recommendation System/ratings.csv 2MB
  63. 02 Content Based Filtering/006 ratings.csv 2MB
  64. 01 Introduction to Recommendation System/Recommendation System/movie_metadata.csv 1MB
  65. 06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/movie_metadata.csv 1MB
  66. 01 Introduction to Recommendation System/Recommendation System/Recommendation Engines.pptx 1MB
  67. 07 Open Jobs Analyzer and Recommendation System/Open Jobs Analyzer and Recommendation Systems.pptx 1MB
  68. 01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Movie Recommendation Engine-checkpoint(1).ipynb 1MB
  69. 01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Movie Recommendation Engine-checkpoint.ipynb 1MB
  70. 06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Final Solution.ipynb 516KB
  71. 01 Introduction to Recommendation System/Recommendation System/movies.csv 483KB
  72. 02 Content Based Filtering/006 movies.csv 448KB
  73. 06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Movie Recommendation and Analysis.pptx 283KB
  74. 06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Homework-Solution.ipynb 96KB
  75. 02 Content Based Filtering/006 01.+Content+Based+Filtering.ipynb 77KB
  76. 01 Introduction to Recommendation System/Recommendation System/User Based Collaborative Filtering.ipynb 63KB
  77. 03 Collaborative Based Filtering/013 User+Based+Collaborative+Filtering.ipynb 63KB
  78. 01 Introduction to Recommendation System/Recommendation System/Item Based CollaboQrative Filtering.ipynb 62KB
  79. 01 Introduction to Recommendation System/Recommendation System/Singular Value Decomposition.ipynb 62KB
  80. 01 Introduction to Recommendation System/Recommendation System/Collaborative Filtering.ipynb 61KB
  81. 01 Introduction to Recommendation System/Recommendation System/Content_based Recommendation.ipynb 51KB
  82. 07 Open Jobs Analyzer and Recommendation System/18. Homework-Solution.ipynb 14KB
  83. 09 Bonus Section/001 Bonus Lecture.html 5KB
  84. 07 Open Jobs Analyzer and Recommendation System/20. jobs.csv 4KB
  85. 06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Homework.ipynb 2KB
  86. 07 Open Jobs Analyzer and Recommendation System/17. Homework.ipynb 2KB
  87. 08 Outro Section/002 How to Get Your Certificate of Completion.html 1KB
  88. Downloaded from 1337x.html 543B
  89. 01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/1. Content_based Recommendation-checkpoint(1).ipynb 72B
  90. 01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/1. Content_based Recommendation-checkpoint.ipynb 72B
  91. 01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/2. Collaborative Filtering-checkpoint(1).ipynb 72B
  92. 01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/2. Collaborative Filtering-checkpoint.ipynb 72B
  93. 01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Collaborative_recommendation-checkpoint(1).ipynb 72B
  94. 01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Collaborative_recommendation-checkpoint.ipynb 72B
  95. 01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Content_based_recommendation-checkpoint(1).ipynb 72B
  96. 01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Content_based_recommendation-checkpoint.ipynb 72B