~Get Your Files Here !/01 Introduction to Recommendation Systems/001 Introduction to Recommendation Systems.mp429.3MB
~Get Your Files Here !/01 Introduction to Recommendation Systems/002 Recommendation System from NetFlix.mp437.46MB
~Get Your Files Here !/01 Introduction to Recommendation Systems/003 Recommendation System from Amazon.com.mp441.93MB
~Get Your Files Here !/01 Introduction to Recommendation Systems/004 Recommendation System from other Big Tech Companies.mp410.48MB
~Get Your Files Here !/01 Introduction to Recommendation Systems/005 Advantages of Recommendation Systems Part-I.mp415.61MB
~Get Your Files Here !/01 Introduction to Recommendation Systems/006 Advantages of Recommendation Systems Part-II.mp423.56MB
~Get Your Files Here !/01 Introduction to Recommendation Systems/007 Types of Recommendation Systems.mp44.81MB
~Get Your Files Here !/01 Introduction to Recommendation Systems/008 Weighted Votes - Popularity Based Recommendation System.mp464.31MB
~Get Your Files Here !/01 Introduction to Recommendation Systems/009 Weighted Rating - Popularity Based Recommendation System.mp421.73MB
~Get Your Files Here !/01 Introduction to Recommendation Systems/010 Drawbacks of Popularity Based Recommendation System.mp419.54MB
~Get Your Files Here !/02 Project 1 - Build a Movie Recommendation System/001 Understanding the Problem Statement & Dataset.mp451.79MB
~Get Your Files Here !/02 Project 1 - Build a Movie Recommendation System/002 Let's get Started with Python Coding.mp421.27MB
~Get Your Files Here !/02 Project 1 - Build a Movie Recommendation System/003 Calculation of Weighted Votes.mp439.3MB
~Get Your Files Here !/02 Project 1 - Build a Movie Recommendation System/004 Calculation of Weighted Ratings.mp426.12MB
~Get Your Files Here !/02 Project 1 - Build a Movie Recommendation System/005 Generating Final Recommendations.mp439.17MB
~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/001 Introduction to Content Based Recommendation System.mp415.56MB
~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/002 Tokenization & Tokens in Natural Language Processing (NLP).mp420.9MB
~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/003 Corpus & Vocabulary.mp414.79MB
~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/004 Stop Words.mp431.71MB
~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/005 N-Grams.mp428.2MB
~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/006 Bag of Words, TDM & DTM.mp435.62MB
~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/007 TF-IDF & Its Importance.mp418.79MB
~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/008 Cosine Similarity for Content Matching.mp427.15MB
~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/009 Vectors & Cosine Similarity.mp439.64MB
~Get Your Files Here !/03 Natural Language Processing (NLP) & Content Based Filtering/010 Advantages of Content Based Filtering.mp410.23MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/001 Introduction to Project & Dataset.mp425.1MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/002 Let's get Started with Python Development.mp414.29MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/003 CountVectorizer Function.mp420.1MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/004 Word Tokenizer & N-grams.mp417.76MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/005 Converting tokens into lowercase & Stop Words Removal.mp413.42MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/006 min_df & max_df and its importance.mp413.83MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/007 Fitting & Transforming the titles.mp413.23MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/008 Understanding Feature Matrix.mp412.1MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/009 Deep understanding of Feature Matrix.mp433.27MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/010 View Features & Their Presence in Titles.mp433.04MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/011 Cosine Similarity Matrix.mp420.44MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/012 Analyzing the Results of Similarity Matrix.mp430.52MB
~Get Your Files Here !/04 Project 2 _ Recommendation Engine for a Book Store/013 Books Recommendation in Action.mp444.75MB