[ DevCourseWeb Com ] Udemy - Recommendation System Real World Projects Using Python
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 182 B |
| ~Get Your Files Here !/01 - Introduction & welcome to this course _/001 Introduction to course & its benefits _.mp4 | 27.89 MB |
| ~Get Your Files Here !/01 - Introduction & welcome to this course _/001 Introduction to course & its benefits __en.vtt | 5.93 KB |
| ~Get Your Files Here !/01 - Introduction & welcome to this course _/002 Utilize QnA section ( Golden Oppurtunity ) _.mp4 | 9.38 MB |
| ~Get Your Files Here !/01 - Introduction & welcome to this course _/002 Utilize QnA section ( Golden Oppurtunity ) __en.vtt | 2.32 KB |
| ~Get Your Files Here !/01 - Introduction & welcome to this course _/003 How to follow this course , must watch _.mp4 | 26.68 MB |
| ~Get Your Files Here !/01 - Introduction & welcome to this course _/003 How to follow this course , must watch __en.vtt | 4.9 KB |
| ~Get Your Files Here !/01 - Introduction & welcome to this course _/004 Pre-requisites (Anaconda Python & Jupter install & Set-up).mp4 | 24.41 MB |
| ~Get Your Files Here !/01 - Introduction & welcome to this course _/004 Pre-requisites (Anaconda Python & Jupter install & Set-up)_en.vtt | 4.32 KB |
| ~Get Your Files Here !/01 - Introduction & welcome to this course _/005 Introduction to Jupyter Notebook _.mp4 | 43.41 MB |
| ~Get Your Files Here !/01 - Introduction & welcome to this course _/005 Introduction to Jupyter Notebook __en.vtt | 7.11 KB |
| ~Get Your Files Here !/02 - ------------------- Project 1 _ TMDB use-case ----------------------/001 Datasets & Resources.html | 193 B |
| ~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/001 Getting a High-level Overview of data.mp4 | 49.99 MB |
| ~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/001 Getting a High-level Overview of data_en.vtt | 8.75 KB |
| ~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/002 Lets Prepare data for analysis & Model building.mp4 | 94.9 MB |
| ~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/002 Lets Prepare data for analysis & Model building_en.vtt | 12.91 KB |
| ~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/003 Getting Overview of Average_weighted_Technique.mp4 | 92.16 MB |
| ~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/003 Getting Overview of Average_weighted_Technique_en.vtt | 14.31 KB |
| ~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/004 Lets Recommend movies using Average_weighted_Technique.mp4 | 115.07 MB |
| ~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/004 Lets Recommend movies using Average_weighted_Technique_en.vtt | 16.75 KB |
| ~Get Your Files Here !/04 - Build a recommendation system using Popularity Score/001 Lets Implement Popularity based Recommender System.mp4 | 90.77 MB |
| ~Get Your Files Here !/04 - Build a recommendation system using Popularity Score/001 Lets Implement Popularity based Recommender System_en.vtt | 11.85 KB |
| ~Get Your Files Here !/05 - Build a recommendation system using Weighted average and Popularity score/001 How to Normalize your Data _.mp4 | 68.75 MB |
| ~Get Your Files Here !/05 - Build a recommendation system using Weighted average and Popularity score/001 How to Normalize your Data __en.vtt | 10.58 KB |
| ~Get Your Files Here !/05 - Build a recommendation system using Weighted average and Popularity score/002 Lets recommend movies using Hybrid model.mp4 | 70.86 MB |
| ~Get Your Files Here !/05 - Build a recommendation system using Weighted average and Popularity score/002 Lets recommend movies using Hybrid model_en.vtt | 10.18 KB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/001 Lets Understand about Content Based Recommendation system.mp4 | 64.73 MB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/001 Lets Understand about Content Based Recommendation system_en.vtt | 9.26 KB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/002 Intuition Behind Bag of Words - Part 1.mp4 | 62.58 MB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/002 Intuition Behind Bag of Words - Part 1_en.vtt | 16.44 KB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/003 Intuition Behind TF_IDF Part 1.mp4 | 24.77 MB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/003 Intuition Behind TF_IDF Part 1_en.vtt | 7.51 KB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/004 Intuition Behind Tf-IDF - Part 2.mp4 | 34.57 MB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/004 Intuition Behind Tf-IDF - Part 2_en.vtt | 7.24 KB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/005 Applying TF-IDF on our data _.mp4 | 83.3 MB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/005 Applying TF-IDF on our data __en.vtt | 12.52 KB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/006 Applying Sigmoid kernel on data _.mp4 | 50.41 MB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/006 Applying Sigmoid kernel on data __en.vtt | 6.36 KB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/007 How to design a function from scratch in real-world _.mp4 | 41.83 MB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/007 How to design a function from scratch in real-world __en.vtt | 6 KB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/008 Lets Build Content_based model.mp4 | 133.98 MB |
| ~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/008 Lets Build Content_based model_en.vtt | 18.83 KB |
| ~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/001 Understand how to improve Model from business perspective _.mp4 | 58.09 MB |
| ~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/001 Understand how to improve Model from business perspective __en.vtt | 7.57 KB |
| ~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/002 Lets perform Feature Extraction _.mp4 | 63.06 MB |
| ~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/002 Lets perform Feature Extraction __en.vtt | 8.64 KB |
| ~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/003 Lets clean & prepare our data.mp4 | 87.9 MB |
| ~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/003 Lets clean & prepare our data_en.vtt | 13.27 KB |
| ~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/004 What is Meta-data & how to Create meta-data.mp4 | 97.25 MB |
| ~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/004 What is Meta-data & how to Create meta-data_en.vtt | 12.52 KB |
| ~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/005 Lets Recommend Movies.mp4 | 43.38 MB |
| ~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/005 Lets Recommend Movies_en.vtt | 6.48 KB |
| ~Get Your Files Here !/08 - ------------------- Project 2 _ Movie_lens use-case --------------------/001 intro.html | 53 B |
| ~Get Your Files Here !/08 - ------------------- Project 2 _ Movie_lens use-case --------------------/002 Datasets & Resources.html | 193 B |
| ~Get Your Files Here !/09 - Build a Recommender System using Co-rrelation/001 Lets Perform Data Preparation.mp4 | 97.97 MB |
| ~Get Your Files Here !/09 - Build a Recommender System using Co-rrelation/001 Lets Perform Data Preparation_en.vtt | 17.3 KB |
| ~Get Your Files Here !/09 - Build a Recommender System using Co-rrelation/002 Applying Statistical Approaches on Data _.mp4 | 80.34 MB |
| ~Get Your Files Here !/09 - Build a Recommender System using Co-rrelation/002 Applying Statistical Approaches on Data __en.vtt | 12.31 KB |
| ~Get Your Files Here !/09 - Build a Recommender System using Co-rrelation/003 What is Pivot_Table & how to create it _.mp4 | 65.65 MB |
| ~Get Your Files Here !/09 - Build a Recommender System using Co-rrelation/003 What is Pivot_Table & how to create it __en.vtt | 9.9 KB |
| ~Get Your Files Here !/09 - Build a Recommender System using Co-rrelation/004 Lets Build recommender system using Co-relation.mp4 | 107.48 MB |
| ~Get Your Files Here !/09 - Build a Recommender System using Co-rrelation/004 Lets Build recommender system using Co-relation_en.vtt | 15.05 KB |
| ~Get Your Files Here !/10 - Build a Recommender System using KNN-based Collaborative filtering/001 Lets explore our data.mp4 | 61.97 MB |
| ~Get Your Files Here !/10 - Build a Recommender System using KNN-based Collaborative filtering/001 Lets explore our data_en.vtt | 9.56 KB |
| ~Get Your Files Here !/10 - Build a Recommender System using KNN-based Collaborative filtering/002 Lets Build KNN based collabarative model.mp4 | 100.2 MB |
| ~Get Your Files Here !/10 - Build a Recommender System using KNN-based Collaborative filtering/002 Lets Build KNN based collabarative model_en.vtt | 14.26 KB |
| ~Get Your Files Here !/10 - Build a Recommender System using KNN-based Collaborative filtering/003 How to make your Recommendations more Interactive _.mp4 | 53.96 MB |
| ~Get Your Files Here !/10 - Build a Recommender System using KNN-based Collaborative filtering/003 How to make your Recommendations more Interactive __en.vtt | 7.47 KB |
| ~Get Your Files Here !/Bonus Resources.txt | 386 B |
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