Udemy - Recommendation Engine Bootcamp with 3 Capstone Projects [FCS]

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01 Introduction to Recommendation System
  • 001 Introduction to Recommender systems.mp4 (40.5 MB)
  • 002 What are it's Use Cases.mp4 (45.1 MB)
  • 003 Types of Recommender Systems.mp4 (56.7 MB)
  • 004 Evaluating Recommender Systems.mp4 (53.1 MB)
  • 005 Q and A.mp4 (32.0 MB)
    • Recommendation System .ipynb_checkpoints
    • 1. Content_based Recommendation-checkpoint(1).ipynb (0.1 KB)
    • 1. Content_based Recommendation-checkpoint.ipynb (0.1 KB)
    • 2. Collaborative Filtering-checkpoint(1).ipynb (0.1 KB)
    • 2. Collaborative Filtering-checkpoint.ipynb (0.1 KB)
    • Collaborative_recommendation-checkpoint(1).ipynb (0.1 KB)
    • Collaborative_recommendation-checkpoint.ipynb (0.1 KB)
    • Content_based_recommendation-checkpoint(1).ipynb (0.1 KB)
    • Content_based_recommendation-checkpoint.ipynb (0.1 KB)
    • Movie Recommendation Engine-checkpoint(1).ipynb (1.1 MB)
    • Movie Recommendation Engine-checkpoint.ipynb (1.1 MB)
    • Collaborative Filtering.ipynb (61.5 KB)
    • Content_based Recommendation.ipynb (50.7 KB)
    • Item Based CollaboQrative Filtering.ipynb (62.3 KB)
    • Recommendation Engines.pptx (1.3 MB)
    • Singular Value Decomposition.ipynb (62.0 KB)
    • User Based Collaborative Filtering.ipynb (62.6 KB)
    • movie_dataset.csv (22.3 MB)
    • movie_metadata.csv (1.4 MB)
    • movies.csv (482.8 KB)
    • ratings.csv (2.4 MB)
      • 02 Content Based Filtering
      • 001 Introduction to Content Based Filtering.mp4 (58.9 MB)
      • 002 Preprocessing the Data for Content Based Filtering.mp4 (76.7 MB)
      • 003 Filtering Movies Based on Genres.mp4 (58.7 MB)
      • 004 Introduction to Transactional Encoder.mp4 (63.3 MB)
      • 005 Recommending Similar Movies to Watch.mp4 (56.0 MB)
      • 006 01.+Content+Based+Filtering.ipynb (76.8 KB)
      • 006 Quiz Solution.mp4 (48.5 MB)
      • 006 movies.csv (447.6 KB)
      • 006 ratings.csv (2.4 MB)
      03 Collaborative Based Filtering
      • 001 Introduction to Collaborative Filtering.mp4 (80.8 MB)
      • 002 Preprocessing the Data for Collaborative Filtering.mp4 (72.4 MB)
      • 003 Implementation of User Based Collaborative Filtering.mp4 (62.1 MB)
      • 004 Interpreting the Results obtained from User Based Filtering.mp4 (63.6 MB)
      • 005 Implementation of Item Based Collaborative Filtering.mp4 (63.5 MB)
      • 006 Quiz Solution.mp4 (55.7 MB)
      • 013 User+Based+Collaborative+Filtering.ipynb (62.6 KB)
      04 Singular Value Decomposition
      • 001 Introduction to SVD.mp4 (111.9 MB)
      • 002 Implementing SVD using Surprise.mp4 (40.7 MB)
      • 003 Interpreting Results Obtained from SVD.mp4 (46.0 MB)
      • 004 Comparing Content, and Collaborative Based Filtering.mp4 (62.0 MB)
      • 005 Quiz Solution.mp4 (47.9 MB)
      05 Case Studies from Giants
      • 001 Case Study for Netflix.mp4 (56.4 MB)
      • 002 Case Study for Youtube.mp4 (58.1 MB)
      06 Movie Recommender Systems
      • 001 Setting up the Environment.mp4 (45.5 MB)
      • 002 Taking a Deep Dive into the Dataset.mp4 (48.4 MB)
      • 003 Understanding the Problem Statement.mp4 (30.7 MB)
      • 004 Missing Values Imputation.mp4 (51.9 MB)
      • 005 Top 10 Profitable Movies.mp4 (50.1 MB)
      • 006 Manipulating the Duration and Language Column.mp4 (51.4 MB)
      • 007 Extracting the Movie Genres.mp4 (49.8 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)
      • 010 Loss and Profit Analysis on English and Foreign Movies.mp4 (42.2 MB)
      • 011 Gross Comparison of Long and Short Movies.mp4 (46.2 MB)
      • 012 Association between IMDB Rating and Duration.mp4 (47.3 MB)
      • 013 Comparing Critically acclaimed Actors.mp4 (60.6 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)
      • 016 Recommending Similar Genres and Movies.mp4 (68.3 MB)
      • 017 Key Takeaways from this Project.mp4 (33.4 MB)
        • 025 Movie+Recommendation+Engine+Full+Material
        • Final Solution.ipynb (516.1 KB)
        • Homework-Solution.ipynb (96.1 KB)
        • Homework.ipynb (1.7 KB)
        • Movie Recommendation and Analysis.pptx (282.6 KB)
        • movie_metadata.csv (1.4 MB)
        07 Open Jobs Analyzer and Recommendation System
        • 001 Understanding the Problem Statement.mp4 (39.2 MB)
        • 002 Setting up the Environment.mp4 (61.4 MB)
        • 003 Taking a Deep Dive into the Job Dataset.mp4 (38.6 MB)
        • 004 Analyzing the Job Metrices.mp4 (24.8 MB)
        • 005 Finding Important Metrics for Salary.mp4 (57.7 MB)
        • 006 Taking a Deep Dive at the Naukri Dataset.mp4 (27.9 MB)
        • 007 Finding Locations with Highest Job Vacancies.mp4 (53.9 MB)
        • 008 Analyzing the Experience required for Jobs.mp4 (25.9 MB)
        • 009 Most Demanded Degrees for Jobs.mp4 (27.3 MB)
        • 010 Analyzing the Industries with highest no. of Jobs.mp4 (32.1 MB)
        • 011 Analyzing the Top Skills required for Jobs.mp4 (34.0 MB)
        • 012 Cleaning the Rest of the Dataset.mp4 (36.7 MB)
        • 013 Gathering Vital Information from the Dataset.mp4 (27.2 MB)
        • 014 Making a Function to Search for Jobs.mp4 (33.3 MB)
        • 015 Understanding Relation between Industries and Education.mp4 (35.2 MB)
        • 016 Key Takeaways and Findings from the Project.mp4 (34.1 MB)
        • 17. Homework.ipynb (1.7 KB)
        • 18. Homework-Solution.ipynb (14.2 KB)
        • 20. jobs.csv (4.3 KB)
        • 21. naukri.csv (49.8 MB)
        • Final Solution.ipynb (12.0 MB)
        • Open Jobs Analyzer and Recommendation Systems.pptx (1.2 M

Description

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
English [Auto]

For more Udemy Courses: https://freecoursesite.com
Our Forum for Discussion: https://forum.freecoursesite.com



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Udemy - Recommendation Engine Bootcamp with 3 Capstone Projects [FCS]

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2.9 GB
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Udemy - Recommendation Engine Bootcamp with 3 Capstone Projects [FCS]

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