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[GigaCourse.Com] Udemy - Recommendation Engine Bootcamp with 3 Capstone Projects
magnet:?xt=urn:btih:0f3e8d216975b82afa6eba11883981e2fe46d01c&dn=[GigaCourse.Com] Udemy - Recommendation Engine Bootcamp with 3 Capstone Projects
磁力链接详情
Hash值:
0f3e8d216975b82afa6eba11883981e2fe46d01c
点击数:
181
文件大小:
2.76 GB
文件数量:
58
创建日期:
2021-11-11 02:24
最后访问:
2024-6-11 04:56
访问标签:
GigaCourse
Com
Udemy
-
Recommendation
Engine
Bootcamp
with
3
Capstone
Projects
文件列表详情
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
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 Quiz Solution.mp4 48.54 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
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
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
08 Outro Section/001 Conclusion.mp4 46.28 MB
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