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[FreeCourseSite.com] Udemy - Recommendation Engine Bootcamp with 3 Capstone Projects

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File Name
Size
0. Websites you may like/[CourseClub.ME].url
122 B
0. Websites you may like/[FCS Forum].url
133 B
0. Websites you may like/[FreeCourseSite.com].url
127 B
0. Websites you may like/[GigaCourse.Com].url
49 B
01 Introduction to Recommendation System/001 Introduction to Recommender systems.mp4
40 MB
01 Introduction to Recommendation System/002 What are it's Use Cases.mp4
45 MB
01 Introduction to Recommendation System/003 Types of Recommender Systems.mp4
57 MB
01 Introduction to Recommendation System/004 Evaluating Recommender Systems.mp4
53 MB
01 Introduction to Recommendation System/005 Q and A.mp4
32 MB
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/1. Content_based Recommendation-checkpoint(1).ipynb
72 B
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/1. Content_based Recommendation-checkpoint.ipynb
72 B
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/2. Collaborative Filtering-checkpoint(1).ipynb
72 B
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/2. Collaborative Filtering-checkpoint.ipynb
72 B
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Collaborative_recommendation-checkpoint(1).ipynb
72 B
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Collaborative_recommendation-checkpoint.ipynb
72 B
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Content_based_recommendation-checkpoint(1).ipynb
72 B
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Content_based_recommendation-checkpoint.ipynb
72 B
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Movie Recommendation Engine-checkpoint(1).ipynb
1.1 MB
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Movie Recommendation Engine-checkpoint.ipynb
1.1 MB
01 Introduction to Recommendation System/Recommendation System/Collaborative Filtering.ipynb
62 kB
01 Introduction to Recommendation System/Recommendation System/Content_based Recommendation.ipynb
51 kB
01 Introduction to Recommendation System/Recommendation System/Item Based CollaboQrative Filtering.ipynb
62 kB
01 Introduction to Recommendation System/Recommendation System/Recommendation Engines.pptx
1.3 MB
01 Introduction to Recommendation System/Recommendation System/Singular Value Decomposition.ipynb
62 kB
01 Introduction to Recommendation System/Recommendation System/User Based Collaborative Filtering.ipynb
63 kB
01 Introduction to Recommendation System/Recommendation System/movie_dataset.csv
22 MB
01 Introduction to Recommendation System/Recommendation System/movie_metadata.csv
1.4 MB
01 Introduction to Recommendation System/Recommendation System/movies.csv
483 kB
01 Introduction to Recommendation System/Recommendation System/ratings.csv
2.4 MB
02 Content Based Filtering/001 Introduction to Content Based Filtering.mp4
59 MB
02 Content Based Filtering/002 Preprocessing the Data for Content Based Filtering.mp4
77 MB
02 Content Based Filtering/003 Filtering Movies Based on Genres.mp4
59 MB
02 Content Based Filtering/004 Introduction to Transactional Encoder.mp4
63 MB
02 Content Based Filtering/005 Recommending Similar Movies to Watch.mp4
56 MB
02 Content Based Filtering/006 01.+Content+Based+Filtering.ipynb
77 kB
02 Content Based Filtering/006 Quiz Solution.mp4
48 MB
02 Content Based Filtering/006 movies.csv
448 kB
02 Content Based Filtering/006 ratings.csv
2.4 MB
03 Collaborative Based Filtering/001 Introduction to Collaborative Filtering.mp4
81 MB
03 Collaborative Based Filtering/002 Preprocessing the Data for Collaborative Filtering.mp4
72 MB
03 Collaborative Based Filtering/003 Implementation of User Based Collaborative Filtering.mp4
62 MB
03 Collaborative Based Filtering/004 Interpreting the Results obtained from User Based Filtering.mp4
64 MB
03 Collaborative Based Filtering/005 Implementation of Item Based Collaborative Filtering.mp4
64 MB
03 Collaborative Based Filtering/006 Quiz Solution.mp4
56 MB
03 Collaborative Based Filtering/013 User+Based+Collaborative+Filtering.ipynb
63 kB
04 Singular Value Decomposition/001 Introduction to SVD.mp4
112 MB
04 Singular Value Decomposition/002 Implementing SVD using Surprise.mp4
41 MB
04 Singular Value Decomposition/003 Interpreting Results Obtained from SVD.mp4
46 MB
04 Singular Value Decomposition/004 Comparing Content, and Collaborative Based Filtering.mp4
62 MB
04 Singular Value Decomposition/005 Quiz Solution.mp4
48 MB
05 Case Studies from Giants/001 Case Study for Netflix.mp4
56 MB
05 Case Studies from Giants/002 Case Study for Youtube.mp4
58 MB
06 Movie Recommender Systems/001 Setting up the Environment.mp4
46 MB
06 Movie Recommender Systems/002 Taking a Deep Dive into the Dataset.mp4
48 MB
06 Movie Recommender Systems/003 Understanding the Problem Statement.mp4
31 MB
06 Movie Recommender Systems/004 Missing Values Imputation.mp4
52 MB
06 Movie Recommender Systems/005 Top 10 Profitable Movies.mp4
50 MB
06 Movie Recommender Systems/006 Manipulating the Duration and Language Column.mp4
51 MB
06 Movie Recommender Systems/007 Extracting the Movie Genres.mp4
50 MB
06 Movie Recommender Systems/008 Top 10 Most Popular Movies on Social Media.mp4
33 MB
06 Movie Recommender Systems/009 Analyzing Which Genre is Most Bankable_.mp4
38 MB
06 Movie Recommender Systems/010 Loss and Profit Analysis on English and Foreign Movies.mp4
42 MB
06 Movie Recommender Systems/011 Gross Comparison of Long and Short Movies.mp4
46 MB
06 Movie Recommender Systems/012 Association between IMDB Rating and Duration.mp4
47 MB
06 Movie Recommender Systems/013 Comparing Critically acclaimed Actors.mp4
61 MB
06 Movie Recommender Systems/014 Top Movies based on Gross, and IMDB.mp4
34 MB
06 Movie Recommender Systems/015 Recommending Movies based on Languages and Actors.mp4
47 MB
06 Movie Recommender Systems/016 Recommending Similar Genres and Movies.mp4
68 MB
06 Movie Recommender Systems/017 Key Takeaways from this Project.mp4
33 MB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Final Solution.ipynb
516 kB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Homework-Solution.ipynb
96 kB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Homework.ipynb
1.7 kB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Movie Recommendation and Analysis.pptx
283 kB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/movie_metadata.csv
1.4 MB
07 Open Jobs Analyzer and Recommendation System/001 Understanding the Problem Statement.mp4
39 MB
07 Open Jobs Analyzer and Recommendation System/002 Setting up the Environment.mp4
61 MB
07 Open Jobs Analyzer and Recommendation System/003 Taking a Deep Dive into the Job Dataset.mp4
39 MB
07 Open Jobs Analyzer and Recommendation System/004 Analyzing the Job Metrices.mp4
25 MB
07 Open Jobs Analyzer and Recommendation System/005 Finding Important Metrics for Salary.mp4
58 MB
07 Open Jobs Analyzer and Recommendation System/006 Taking a Deep Dive at the Naukri Dataset.mp4
28 MB
07 Open Jobs Analyzer and Recommendation System/007 Finding Locations with Highest Job Vacancies.mp4
54 MB
07 Open Jobs Analyzer and Recommendation System/008 Analyzing the Experience required for Jobs.mp4
26 MB
07 Open Jobs Analyzer and Recommendation System/009 Most Demanded Degrees for Jobs.mp4
27 MB
07 Open Jobs Analyzer and Recommendation System/010 Analyzing the Industries with highest no. of Jobs.mp4
32 MB
07 Open Jobs Analyzer and Recommendation System/011 Analyzing the Top Skills required for Jobs.mp4
34 MB
07 Open Jobs Analyzer and Recommendation System/012 Cleaning the Rest of the Dataset.mp4
37 MB
07 Open Jobs Analyzer and Recommendation System/013 Gathering Vital Information from the Dataset.mp4
27 MB
07 Open Jobs Analyzer and Recommendation System/014 Making a Function to Search for Jobs.mp4
33 MB
07 Open Jobs Analyzer and Recommendation System/015 Understanding Relation between Industries and Education.mp4
35 MB
07 Open Jobs Analyzer and Recommendation System/016 Key Takeaways and Findings from the Project.mp4
34 MB
07 Open Jobs Analyzer and Recommendation System/17. Homework.ipynb
1.7 kB
07 Open Jobs Analyzer and Recommendation System/18. Homework-Solution.ipynb
14 kB
07 Open Jobs Analyzer and Recommendation System/20. jobs.csv
4.3 kB
07 Open Jobs Analyzer and Recommendation System/21. naukri.csv
50 MB
07 Open Jobs Analyzer and Recommendation System/Final Solution.ipynb
12 MB
07 Open Jobs Analyzer and Recommendation System/Open Jobs Analyzer and Recommendation Systems.pptx
1.2 MB
08 Outro Section/001 Conclusion.mp4
46 MB
08 Outro Section/002 How to Get Your Certificate of Completion.html
1.4 kB
09 Bonus Section/001 Bonus Lecture.html
4.6 kB