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TORRENT DETAILS
Udemy - Recommendation System Real World Projects Using Python
TORRENT SUMMARY
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Language: English | Size: 2.07 GB | Duration: 4h 27m
Real World Projects on recommendation systems with data science, machine learning and AI techniques..
What you'll learn
Learn How to tackle Real world Problems..
Learn Collaborative based filtering
Learn how to use Correlation for Recommending similar Movies or similar books
Learn Content based recommendation system
Learn how to use different Techniques like Average Weighted , Hybrid Model etc..
Learn different types of Recommender Systems
Requirements
For earlier sections, just know some basic arithmetic
Be proficient in Python ..
Description
Believe it or not, almost all online platforms today uses recommender systems in some way or another.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction & welcome to this course _/001 Introduction to course & its benefits _.mp4
27.9 MB
~Get Your Files Here !/01 - Introduction & welcome to this course _/001 Introduction to course & its benefits __en.vtt
5.9 KB
~Get Your Files Here !/01 - Introduction & welcome to this course _/002 Utilize QnA section ( Golden Oppurtunity ) _.mp4
9.4 MB
~Get Your Files Here !/01 - Introduction & welcome to this course _/002 Utilize QnA section ( Golden Oppurtunity ) __en.vtt
2.3 KB
~Get Your Files Here !/01 - Introduction & welcome to this course _/003 How to follow this course , must watch _.mp4
26.7 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
24.4 MB
~Get Your Files Here !/01 - Introduction & welcome to this course _/004 Pre-requisites (Anaconda Python & Jupter install & Set-up)_en.vtt
4.3 KB
~Get Your Files Here !/01 - Introduction & welcome to this course _/005 Introduction to Jupyter Notebook _.mp4
43.4 MB
~Get Your Files Here !/01 - Introduction & welcome to this course _/005 Introduction to Jupyter Notebook __en.vtt
7.1 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
50 MB
~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/001 Getting a High-level Overview of data_en.vtt
8.8 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
12.9 KB
~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/003 Getting Overview of Average_weighted_Technique.mp4
92.2 MB
~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/003 Getting Overview of Average_weighted_Technique_en.vtt
14.3 KB
~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/004 Lets Recommend movies using Average_weighted_Technique.mp4
115.1 MB
~Get Your Files Here !/03 - Build a Recommendation System using Average Weighted/004 Lets Recommend movies using Average_weighted_Technique_en.vtt
16.7 KB
~Get Your Files Here !/04 - Build a recommendation system using Popularity Score/001 Lets Implement Popularity based Recommender System.mp4
90.8 MB
~Get Your Files Here !/04 - Build a recommendation system using Popularity Score/001 Lets Implement Popularity based Recommender System_en.vtt
11.9 KB
~Get Your Files Here !/05 - Build a recommendation system using Weighted average and Popularity score/001 How to Normalize your Data _.mp4
68.7 MB
~Get Your Files Here !/05 - Build a recommendation system using Weighted average and Popularity score/001 How to Normalize your Data __en.vtt
10.6 KB
~Get Your Files Here !/05 - Build a recommendation system using Weighted average and Popularity score/002 Lets recommend movies using Hybrid model.mp4
70.9 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
10.2 KB
~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/001 Lets Understand about Content Based Recommendation system.mp4
64.7 MB
~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/001 Lets Understand about Content Based Recommendation system_en.vtt
9.3 KB
~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/002 Intuition Behind Bag of Words - Part 1.mp4
62.6 MB
~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/002 Intuition Behind Bag of Words - Part 1_en.vtt
16.4 KB
~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/003 Intuition Behind TF_IDF Part 1.mp4
24.8 MB
~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/003 Intuition Behind TF_IDF Part 1_en.vtt
7.5 KB
~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/004 Intuition Behind Tf-IDF - Part 2.mp4
34.6 MB
~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/004 Intuition Behind Tf-IDF - Part 2_en.vtt
7.2 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
12.5 KB
~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/006 Applying Sigmoid kernel on data _.mp4
50.4 MB
~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/006 Applying Sigmoid kernel on data __en.vtt
6.4 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
41.8 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
134 MB
~Get Your Files Here !/06 - Build a recommendation system using Content based filtering/008 Lets Build Content_based model_en.vtt
18.8 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
58.1 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
7.6 KB
~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/002 Lets perform Feature Extraction _.mp4
63.1 MB
~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/002 Lets perform Feature Extraction __en.vtt
8.6 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
13.3 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
97.2 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
12.5 KB
~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/005 Lets Recommend Movies.mp4
43.4 MB
~Get Your Files Here !/07 - Build a more Advance recommendation system using Content based filtering/005 Lets Recommend Movies_en.vtt
6.5 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
98 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
80.3 MB
~Get Your Files Here !/09 - Build a Recommender System using Co-rrelation/002 Applying Statistical Approaches on Data __en.vtt
12.3 KB
~Get Your Files Here !/09 - Build a Recommender System using Co-rrelation/003 What is Pivot_Table & how to create it _.mp4
65.7 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
107.5 MB
~Get Your Files Here !/09 - Build a Recommender System using Co-rrelation/004 Lets Build recommender system using Co-relation_en.vtt
15.1 KB
~Get Your Files Here !/10 - Build a Recommender System using KNN-based Collaborative filtering/001 Lets explore our data.mp4
62 MB
~Get Your Files Here !/10 - Build a Recommender System using KNN-based Collaborative filtering/001 Lets explore our data_en.vtt
9.6 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
14.3 KB
~Get Your Files Here !/10 - Build a Recommender System using KNN-based Collaborative filtering/003 How to make your Recommendations more Interactive _.mp4
54 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
