[GigaCourse.Com] Udemy - Recommendation Engine Bootcamp with 3 Capstone Projects - 磁力狗

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文档列表

04 Singular Value Decomposition/001 Introduction to SVD.mp4 117.4 MB
03 Collaborative Based Filtering/001 Introduction to Collaborative Filtering.mp4 84.8 MB
02 Content Based Filtering/002 Preprocessing the Data for Content Based Filtering.mp4 80.4 MB
03 Collaborative Based Filtering/002 Preprocessing the Data for Collaborative Filtering.mp4 75.9 MB
06 Movie Recommender Systems/016 Recommending Similar Genres and Movies.mp4 71.7 MB
03 Collaborative Based Filtering/004 Interpreting the Results obtained from User Based Filtering.mp4 66.7 MB
03 Collaborative Based Filtering/005 Implementation of Item Based Collaborative Filtering.mp4 66.6 MB
02 Content Based Filtering/004 Introduction to Transactional Encoder.mp4 66.4 MB
03 Collaborative Based Filtering/003 Implementation of User Based Collaborative Filtering.mp4 65.1 MB
04 Singular Value Decomposition/004 Comparing Content, and Collaborative Based Filtering.mp4 65.1 MB
07 Open Jobs Analyzer and Recommendation System/002 Setting up the Environment.mp4 64.4 MB
06 Movie Recommender Systems/013 Comparing Critically acclaimed Actors.mp4 63.5 MB
02 Content Based Filtering/001 Introduction to Content Based Filtering.mp4 61.8 MB
02 Content Based Filtering/003 Filtering Movies Based on Genres.mp4 61.6 MB
05 Case Studies from Giants/002 Case Study for Youtube.mp4 61.0 MB
07 Open Jobs Analyzer and Recommendation System/005 Finding Important Metrics for Salary.mp4 60.5 MB
01 Introduction to Recommendation System/003 Types of Recommender Systems.mp4 59.4 MB
05 Case Studies from Giants/001 Case Study for Netflix.mp4 59.1 MB
02 Content Based Filtering/005 Recommending Similar Movies to Watch.mp4 58.8 MB
03 Collaborative Based Filtering/006 Quiz Solution.mp4 58.4 MB
07 Open Jobs Analyzer and Recommendation System/007 Finding Locations with Highest Job Vacancies.mp4 56.5 MB
01 Introduction to Recommendation System/004 Evaluating Recommender Systems.mp4 55.7 MB
06 Movie Recommender Systems/004 Missing Values Imputation.mp4 54.4 MB
06 Movie Recommender Systems/006 Manipulating the Duration and Language Column.mp4 53.8 MB
06 Movie Recommender Systems/005 Top 10 Profitable Movies.mp4 52.5 MB
07 Open Jobs Analyzer and Recommendation System/21. naukri.csv 52.3 MB
06 Movie Recommender Systems/007 Extracting the Movie Genres.mp4 52.2 MB
02 Content Based Filtering/006 Quiz Solution.mp4 50.9 MB
06 Movie Recommender Systems/002 Taking a Deep Dive into the Dataset.mp4 50.8 MB
04 Singular Value Decomposition/005 Quiz Solution.mp4 50.3 MB
06 Movie Recommender Systems/012 Association between IMDB Rating and Duration.mp4 49.6 MB
06 Movie Recommender Systems/015 Recommending Movies based on Languages and Actors.mp4 49.1 MB
08 Outro Section/001 Conclusion.mp4 48.5 MB
06 Movie Recommender Systems/011 Gross Comparison of Long and Short Movies.mp4 48.4 MB
04 Singular Value Decomposition/003 Interpreting Results Obtained from SVD.mp4 48.2 MB
06 Movie Recommender Systems/001 Setting up the Environment.mp4 47.7 MB
01 Introduction to Recommendation System/002 What are it's Use Cases.mp4 47.3 MB
06 Movie Recommender Systems/010 Loss and Profit Analysis on English and Foreign Movies.mp4 44.2 MB
04 Singular Value Decomposition/002 Implementing SVD using Surprise.mp4 42.6 MB
01 Introduction to Recommendation System/001 Introduction to Recommender systems.mp4 42.5 MB
07 Open Jobs Analyzer and Recommendation System/001 Understanding the Problem Statement.mp4 41.1 MB
07 Open Jobs Analyzer and Recommendation System/003 Taking a Deep Dive into the Job Dataset.mp4 40.4 MB
06 Movie Recommender Systems/009 Analyzing Which Genre is Most Bankable_.mp4 40.2 MB
07 Open Jobs Analyzer and Recommendation System/012 Cleaning the Rest of the Dataset.mp4 38.5 MB
07 Open Jobs Analyzer and Recommendation System/015 Understanding Relation between Industries and Education.mp4 36.9 MB
07 Open Jobs Analyzer and Recommendation System/016 Key Takeaways and Findings from the Project.mp4 35.7 MB
07 Open Jobs Analyzer and Recommendation System/011 Analyzing the Top Skills required for Jobs.mp4 35.6 MB
06 Movie Recommender Systems/014 Top Movies based on Gross, and IMDB.mp4 35.1 MB
06 Movie Recommender Systems/017 Key Takeaways from this Project.mp4 35.0 MB
07 Open Jobs Analyzer and Recommendation System/014 Making a Function to Search for Jobs.mp4 34.9 MB
06 Movie Recommender Systems/008 Top 10 Most Popular Movies on Social Media.mp4 34.3 MB
07 Open Jobs Analyzer and Recommendation System/010 Analyzing the Industries with highest no. of Jobs.mp4 33.7 MB
01 Introduction to Recommendation System/005 Q and A.mp4 33.5 MB
06 Movie Recommender Systems/003 Understanding the Problem Statement.mp4 32.2 MB
07 Open Jobs Analyzer and Recommendation System/006 Taking a Deep Dive at the Naukri Dataset.mp4 29.2 MB
07 Open Jobs Analyzer and Recommendation System/009 Most Demanded Degrees for Jobs.mp4 28.6 MB
07 Open Jobs Analyzer and Recommendation System/013 Gathering Vital Information from the Dataset.mp4 28.5 MB
07 Open Jobs Analyzer and Recommendation System/008 Analyzing the Experience required for Jobs.mp4 27.1 MB
07 Open Jobs Analyzer and Recommendation System/004 Analyzing the Job Metrices.mp4 26.0 MB
01 Introduction to Recommendation System/Recommendation System/movie_dataset.csv 23.4 MB
07 Open Jobs Analyzer and Recommendation System/Final Solution.ipynb 12.5 MB
01 Introduction to Recommendation System/Recommendation System/ratings.csv 2.5 MB
02 Content Based Filtering/006 ratings.csv 2.5 MB
01 Introduction to Recommendation System/Recommendation System/movie_metadata.csv 1.5 MB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/movie_metadata.csv 1.5 MB
01 Introduction to Recommendation System/Recommendation System/Recommendation Engines.pptx 1.4 MB
07 Open Jobs Analyzer and Recommendation System/Open Jobs Analyzer and Recommendation Systems.pptx 1.3 MB
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Movie Recommendation Engine-checkpoint(1).ipynb 1.2 MB
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Movie Recommendation Engine-checkpoint.ipynb 1.2 MB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Final Solution.ipynb 528.5 kB
01 Introduction to Recommendation System/Recommendation System/movies.csv 494.4 kB
02 Content Based Filtering/006 movies.csv 458.4 kB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Movie Recommendation and Analysis.pptx 289.4 kB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Homework-Solution.ipynb 98.4 kB
02 Content Based Filtering/006 01.+Content+Based+Filtering.ipynb 78.6 kB
01 Introduction to Recommendation System/Recommendation System/User Based Collaborative Filtering.ipynb 64.1 kB
03 Collaborative Based Filtering/013 User+Based+Collaborative+Filtering.ipynb 64.1 kB
01 Introduction to Recommendation System/Recommendation System/Item Based CollaboQrative Filtering.ipynb 63.8 kB
01 Introduction to Recommendation System/Recommendation System/Singular Value Decomposition.ipynb 63.5 kB
01 Introduction to Recommendation System/Recommendation System/Collaborative Filtering.ipynb 63.0 kB
01 Introduction to Recommendation System/Recommendation System/Content_based Recommendation.ipynb 51.9 kB
07 Open Jobs Analyzer and Recommendation System/18. Homework-Solution.ipynb 14.5 kB
09 Bonus Section/001 Bonus Lecture.html 4.7 kB
07 Open Jobs Analyzer and Recommendation System/20. jobs.csv 4.4 kB
06 Movie Recommender Systems/025 Movie+Recommendation+Engine+Full+Material/Homework.ipynb 1.8 kB
07 Open Jobs Analyzer and Recommendation System/17. Homework.ipynb 1.8 kB
08 Outro Section/002 How to Get Your Certificate of Completion.html 1.4 kB
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/1. Content_based Recommendation-checkpoint(1).ipynb 72 Bytes
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/1. Content_based Recommendation-checkpoint.ipynb 72 Bytes
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/2. Collaborative Filtering-checkpoint(1).ipynb 72 Bytes
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/2. Collaborative Filtering-checkpoint.ipynb 72 Bytes
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Collaborative_recommendation-checkpoint(1).ipynb 72 Bytes
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Collaborative_recommendation-checkpoint.ipynb 72 Bytes
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Content_based_recommendation-checkpoint(1).ipynb 72 Bytes
01 Introduction to Recommendation System/Recommendation System/.ipynb_checkpoints/Content_based_recommendation-checkpoint.ipynb 72 Bytes
0. Websites you may like/[GigaCourse.Com].url 49 Bytes
01 Introduction to Recommendation System/[GigaCourse.Com].url 49 Bytes
04 Singular Value Decomposition/[GigaCourse.Com].url 49 Bytes
07 Open Jobs Analyzer and Recommendation System/[GigaCourse.Com].url 49 Bytes

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