| 001 Bonus Lecture.html | 4.6 KB | ||
| 001 Case Study for Netflix.mp4 | 56.4 MB | ||
| 001 Conclusion.mp4 | 46.3 MB | ||
| 001 Introduction to Collaborative Filtering.mp4 | 80.8 MB | ||
| 001 Introduction to Content Based Filtering.mp4 | 58.9 MB | ||
| 001 Introduction to Recommender systems.mp4 | 40.5 MB | ||
| 001 Introduction to SVD.mp4 | 111.9 MB | ||
| 001 Setting up the Environment.mp4 | 45.5 MB | ||
| 001 Understanding the Problem Statement.mp4 | 39.2 MB | ||
| 002 Case Study for Youtube.mp4 | 58.1 MB | ||
| 002 How to Get Your Certificate of Completion.html | 1.4 KB | ||
| 002 Implementing SVD using Surprise.mp4 | 40.7 MB | ||
| 002 Preprocessing the Data for Collaborative Filtering.mp4 | 72.4 MB | ||
| 002 Preprocessing the Data for Content Based Filtering.mp4 | 76.7 MB | ||
| 002 Setting up the Environment.mp4 | 61.4 MB | ||
| 002 Taking a Deep Dive into the Dataset.mp4 | 48.4 MB | ||
| 002 What are it's Use Cases.mp4 | 45.1 MB | ||
| 003 Filtering Movies Based on Genres.mp4 | 58.7 MB | ||
| 003 Implementation of User Based Collaborative Filtering.mp4 | 62.1 MB | ||
| 003 Interpreting Results Obtained from SVD.mp4 | 46 MB | ||
| 003 Taking a Deep Dive into the Job Dataset.mp4 | 38.6 MB | ||
| 003 Types of Recommender Systems.mp4 | 56.7 MB | ||
| 003 Understanding the Problem Statement.mp4 | 30.7 MB | ||
| 004 Analyzing the Job Metrices.mp4 | 24.8 MB | ||
| 004 Comparing Content, and Collaborative Based Filtering.mp4 | 62 MB | ||
| 004 Evaluating Recommender Systems.mp4 | 53.1 MB | ||
| 004 Interpreting the Results obtained from User Based Filtering.mp4 | 63.6 MB | ||
| 004 Introduction to Transactional Encoder.mp4 | 63.3 MB | ||
| 004 Missing Values Imputation.mp4 | 51.9 MB | ||
| 005 Finding Important Metrics for Salary.mp4 | 57.7 MB | ||
| 005 Implementation of Item Based Collaborative Filtering.mp4 | 63.5 MB | ||
| 005 Q and A.mp4 | 32 MB | ||
| 005 Quiz Solution.mp4 | 47.9 MB | ||
| 005 Recommending Similar Movies to Watch.mp4 | 56 MB | ||
| 005 Top 10 Profitable Movies.mp4 | 50.1 MB | ||
| 006 01.+Content+Based+Filtering.ipynb | 76.8 KB | ||
| 006 Manipulating the Duration and Language Column.mp4 | 51.4 MB | ||
| 006 Quiz Solution.mp4 | 55.7 MB | ||
| 006 Taking a Deep Dive at the Naukri Dataset.mp4 | 27.9 MB | ||
| 006 movies.csv | 447.6 KB | ||
| 006 ratings.csv | 2.4 MB | ||
| 007 Extracting the Movie Genres.mp4 | 49.8 MB | ||
| 007 Finding Locations with Highest Job Vacancies.mp4 | 53.9 MB | ||
| 008 Analyzing the Experience required for Jobs.mp4 | 25.9 MB | ||
| 008 Top 10 Most Popular Movies on Social Media.mp4 | 32.7 MB | ||
| 009 Analyzing Which Genre is Most Bankable_.mp4 | 38.3 MB | ||
| 009 Most Demanded Degrees for Jobs.mp4 | 27.3 MB | ||
| 010 Analyzing the Industries with highest no. of Jobs.mp4 | 32.1 MB | ||
| 010 Loss and Profit Analysis on English and Foreign Movies.mp4 | 42.2 MB | ||
| 011 Analyzing the Top Skills required for Jobs.mp4 | 34 MB | ||
| 011 Gross Comparison of Long and Short Movies.mp4 | 46.2 MB | ||
| 012 Association between IMDB Rating and Duration.mp4 | 47.3 MB | ||
| 012 Cleaning the Rest of the Dataset.mp4 | 36.7 MB | ||
| 013 Comparing Critically acclaimed Actors.mp4 | 60.6 MB | ||
| 013 Gathering Vital Information from the Dataset.mp4 | 27.2 MB | ||
| 013 User+Based+Collaborative+Filtering.ipynb | 62.6 KB | ||
| 014 Making a Function to Search for Jobs.mp4 | 33.3 MB | ||
| 014 Top Movies based on Gross, and IMDB.mp4 | 33.5 MB | ||
| 015 Recommending Movies based on Languages and Actors.mp4 | 46.8 MB | ||
| 015 Understanding Relation between Industries and Education.mp4 | 35.2 MB | ||
| 016 Key Takeaways and Findings from the Project.mp4 | 34.1 MB | ||
| 016 Recommending Similar Genres and Movies.mp4 | 68.3 MB | ||
| 017 Key Takeaways from this Project.mp4 | 33.4 MB | ||
| 1. Content_based Recommendation-checkpoint(1).ipynb | 102.4 B | ||
| 1. Content_based Recommendation-checkpoint.ipynb | 102.4 B | ||
| 17. Homework.ipynb | 1.7 KB | ||
| 18. Homework-Solution.ipynb | 14.2 KB | ||
| 2. Collaborative Filtering-checkpoint(1).ipynb | 102.4 B | ||
| 2. Collaborative Filtering-checkpoint.ipynb | 102.4 B | ||
| 20. jobs.csv | 4.3 KB | ||
| 21. naukri.csv | 49.8 MB | ||
| Collaborative Filtering.ipynb | 61.5 KB | ||
| Collaborative_recommendation-checkpoint(1).ipynb | 102.4 B | ||
| Collaborative_recommendation-checkpoint.ipynb | 102.4 B | ||
| Content_based Recommendation.ipynb | 50.7 KB | ||
| Content_based_recommendation-checkpoint(1).ipynb | 102.4 B | ||
| Content_based_recommendation-checkpoint.ipynb | 102.4 B | ||
| Final Solution.ipynb | 12 MB | ||
| Homework-Solution.ipynb | 96.1 KB | ||
| Homework.ipynb | 1.7 KB | ||
| Item Based CollaboQrative Filtering.ipynb | 62.3 KB | ||
| Movie Recommendation Engine-checkpoint(1).ipynb | 1.1 MB | ||
| Movie Recommendation Engine-checkpoint.ipynb | 1.1 MB | ||
| Movie Recommendation and Analysis.pptx | 282.6 KB | ||
| Open Jobs Analyzer and Recommendation Systems.pptx | 1.2 MB | ||
| Recommendation Engines.pptx | 1.3 MB | ||
| Singular Value Decomposition.ipynb | 62 KB | ||
| User Based Collaborative Filtering.ipynb | 62.6 KB | ||
| [CourseClub.ME].url | 102.4 B | ||
| [FCS Forum].url | 102.4 B | ||
| [FreeCourseSite.com].url | 102.4 B | ||
| [GigaCourse.Com].url | 0 B | ||
| movie_dataset.csv | 22.3 MB | ||
| movie_metadata.csv | 1.4 MB | ||
| movies.csv | 482.8 KB | ||
| ratings.csv | 2.4 MB | ||
| ▲ 99 total files | |||
Udemy - Recommendation Engine Bootcamp with 3 Capstone Projects [FCS]
Master recommendation systems Industry Projects using using modern recommendation techniques and methodologies
Created by Data Is Good Academy
Last updated 7/2021
English
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For more Udemy Courses: https://freecoursesite.com
Our Forum for Discussion: https://forum.freecoursesite.com
| torrent name | size | uploader | age | seed | leech |
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| 2.1 GB | freecoursewb | 4 years | 7 | 3 | |
| 349.8 MB | freecoursewb | 4 years | 0 | 0 | |
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[ FreeCourseWeb ] Udemy - Let's Make Recommendation Systems Easy with Live Projects Posted by
freecoursewb in Other
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989.1 MB | freecoursewb | 4 years | 0 | 0 |
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Udemy - Recommendation Engine Bootcamp with 3 Capstone Projects [Giga Course] Posted by
CourseClub in Other
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2.9 GB | CourseClub | 4 years | 0 | 0 |
| 2.9 GB | notmrME | 4 years | 0 | 0 |
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