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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 40.52 MB
01 Introduction to Recommendation System/002 What are it's Use Cases.mp4 45.12 MB
01 Introduction to Recommendation System/003 Types of Recommender Systems.mp4 56.69 MB
01 Introduction to Recommendation System/004 Evaluating Recommender Systems.mp4 53.12 MB
01 Introduction to Recommendation System/005 Q and A.mp4 31.99 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 1.11 MB
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Movie Recommendation Engine-checkpoint.ipynb 1.11 MB
01 Introduction to Recommendation System/Recommendation System/Collaborative Filtering.ipynb 61.5 KB
01 Introduction to Recommendation System/Recommendation System/Content_based Recommendation.ipynb 50.7 KB
01 Introduction to Recommendation System/Recommendation System/Item Based CollaboQrative Filtering.ipynb 62.31 KB
01 Introduction to Recommendation System/Recommendation System/Recommendation Engines.pptx 1.31 MB
01 Introduction to Recommendation System/Recommendation System/Singular Value Decomposition.ipynb 61.97 KB
01 Introduction to Recommendation System/Recommendation System/User Based Collaborative Filtering.ipynb 62.57 KB
01 Introduction to Recommendation System/Recommendation System/movie_dataset.csv 22.35 MB
01 Introduction to Recommendation System/Recommendation System/movie_metadata.csv 1.43 MB
01 Introduction to Recommendation System/Recommendation System/movies.csv 482.84 KB
01 Introduction to Recommendation System/Recommendation System/ratings.csv 2.37 MB
02 Content Based Filtering/001 Introduction to Content Based Filtering.mp4 58.94 MB
02 Content Based Filtering/002 Preprocessing the Data for Content Based Filtering.mp4 76.66 MB
02 Content Based Filtering/003 Filtering Movies Based on Genres.mp4 58.72 MB
02 Content Based Filtering/004 Introduction to Transactional Encoder.mp4 63.35 MB
02 Content Based Filtering/005 Recommending Similar Movies to Watch.mp4 56.03 MB
02 Content Based Filtering/006 01.+Content+Based+Filtering.ipynb 76.77 KB
02 Content Based Filtering/006 Quiz Solution.mp4 48.54 MB
02 Content Based Filtering/006 movies.csv 447.65 KB
02 Content Based Filtering/006 ratings.csv 2.37 MB
03 Collaborative Based Filtering/001 Introduction to Collaborative Filtering.mp4 80.84 MB
03 Collaborative Based Filtering/002 Preprocessing the Data for Collaborative Filtering.mp4 72.39 MB
03 Collaborative Based Filtering/003 Implementation of User Based Collaborative Filtering.mp4 62.1 MB
03 Collaborative Based Filtering/004 Interpreting the Results obtained from User Based Filtering.mp4 63.59 MB
03 Collaborative Based Filtering/005 Implementation of Item Based Collaborative Filtering.mp4 63.55 MB
03 Collaborative Based Filtering/006 Quiz Solution.mp4 55.66 MB
03 Collaborative Based Filtering/013 User+Based+Collaborative+Filtering.ipynb 62.57 KB
04 Singular Value Decomposition/001 Introduction to SVD.mp4 111.94 MB
04 Singular Value Decomposition/002 Implementing SVD using Surprise.mp4 40.67 MB
04 Singular Value Decomposition/003 Interpreting Results Obtained from SVD.mp4 45.99 MB
04 Singular Value Decomposition/004 Comparing Content, and Collaborative Based Filtering.mp4 62.04 MB
04 Singular Value Decomposition/005 Quiz Solution.mp4 47.94 MB
05 Case Studies from Giants/001 Case Study for Netflix.mp4 56.36 MB
05 Case Studies from Giants/002 Case Study for Youtube.mp4 58.14 MB
06 Movie Recommender Systems/001 Setting up the Environment.mp4 45.52 MB
06 Movie Recommender Systems/002 Taking a Deep Dive into the Dataset.mp4 48.43 MB
06 Movie Recommender Systems/003 Understanding the Problem Statement.mp4 30.68 MB
06 Movie Recommender Systems/004 Missing Values Imputation.mp4 51.87 MB
06 Movie Recommender Systems/005 Top 10 Profitable Movies.mp4 50.06 MB
06 Movie Recommender Systems/006 Manipulating the Duration and Language Column.mp4 51.35 MB
06 Movie Recommender Systems/007 Extracting the Movie Genres.mp4 49.77 MB
06 Movie Recommender Systems/008 Top 10 Most Popular Movies on Social Media.mp4 32.7 MB
06 Movie Recommender Systems/009 Analyzing Which Genre is Most Bankable_.mp4 38.35 MB
06 Movie Recommender Systems/010 Loss and Profit Analysis on English and Foreign Movies.mp4 42.2 MB
06 Movie Recommender Systems/011 Gross Comparison of Long and Short Movies.mp4 46.15 MB
06 Movie Recommender Systems/012 Association between IMDB Rating and Duration.mp4 47.29 MB
06 Movie Recommender Systems/013 Comparing Critically acclaimed Actors.mp4 60.55 MB
06 Movie Recommender Systems/014 Top Movies based on Gross, and IMDB.mp4 33.47 MB
06 Movie Recommender Systems/015 Recommending Movies based on Languages and Actors.mp4 46.8 MB
06 Movie Recommender Systems/016 Recommending Similar Genres and Movies.mp4 68.34 MB
06 Movie Recommender Systems/017 Key Takeaways from this Project.mp4 33.39 MB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Final Solution.ipynb 516.08 KB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Homework-Solution.ipynb 96.12 KB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Homework.ipynb 1.72 KB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Movie Recommendation and Analysis.pptx 282.58 KB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/movie_metadata.csv 1.43 MB
07 Open Jobs Analyzer and Recommendation System/001 Understanding the Problem Statement.mp4 39.21 MB
07 Open Jobs Analyzer and Recommendation System/002 Setting up the Environment.mp4 61.4 MB
07 Open Jobs Analyzer and Recommendation System/003 Taking a Deep Dive into the Job Dataset.mp4 38.56 MB
07 Open Jobs Analyzer and Recommendation System/004 Analyzing the Job Metrices.mp4 24.8 MB
07 Open Jobs Analyzer and Recommendation System/005 Finding Important Metrics for Salary.mp4 57.71 MB
07 Open Jobs Analyzer and Recommendation System/006 Taking a Deep Dive at the Naukri Dataset.mp4 27.88 MB
07 Open Jobs Analyzer and Recommendation System/007 Finding Locations with Highest Job Vacancies.mp4 53.89 MB
07 Open Jobs Analyzer and Recommendation System/008 Analyzing the Experience required for Jobs.mp4 25.87 MB
07 Open Jobs Analyzer and Recommendation System/009 Most Demanded Degrees for Jobs.mp4 27.3 MB
07 Open Jobs Analyzer and Recommendation System/010 Analyzing the Industries with highest no. of Jobs.mp4 32.13 MB
07 Open Jobs Analyzer and Recommendation System/011 Analyzing the Top Skills required for Jobs.mp4 33.96 MB
07 Open Jobs Analyzer and Recommendation System/012 Cleaning the Rest of the Dataset.mp4 36.71 MB
07 Open Jobs Analyzer and Recommendation System/013 Gathering Vital Information from the Dataset.mp4 27.15 MB
07 Open Jobs Analyzer and Recommendation System/014 Making a Function to Search for Jobs.mp4 33.29 MB
07 Open Jobs Analyzer and Recommendation System/015 Understanding Relation between Industries and Education.mp4 35.19 MB
07 Open Jobs Analyzer and Recommendation System/016 Key Takeaways and Findings from the Project.mp4 34.08 MB
07 Open Jobs Analyzer and Recommendation System/17. Homework.ipynb 1.72 KB
07 Open Jobs Analyzer and Recommendation System/18. Homework-Solution.ipynb 14.2 KB
07 Open Jobs Analyzer and Recommendation System/20. jobs.csv 4.29 KB
07 Open Jobs Analyzer and Recommendation System/21. naukri.csv 49.84 MB
07 Open Jobs Analyzer and Recommendation System/Final Solution.ipynb 11.96 MB
07 Open Jobs Analyzer and Recommendation System/Open Jobs Analyzer and Recommendation Systems.pptx 1.22 MB
08 Outro Section/001 Conclusion.mp4 46.28 MB
08 Outro Section/002 How to Get Your Certificate of Completion.html 1.35 KB
09 Bonus Section/001 Bonus Lecture.html 4.56 KB
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