Curriculum
- 3 Sections
- 21 Lessons
- Lifetime
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- Overview of Project13
- 1.1Introduction [with Video]10 Minutes
- 1.2Project Scope and Objectives5 Minutes
- 1.3Learning Objectives10 Minutes
- 1.4Step by Step Approach8 Minutes
- 1.5Study Along2 Minutes
- 1.6Use of ChatGPT2 Minutes
- 1.7Project Code2 Minutes
- 1.8Setting up your Project Development Environment3 Minutes
- 1.9Setting up your Project Development Environment6 Minutes
- 1.10What are Recommender Systems10 Minutes
- 1.11Our Approach to building the Movie Recommender12 Minutes
- 1.12Examples of Real-life Recommender Systems8 Minutes
- 1.13Netflix’s Recommender System12 Minutes
- Exploratory Data Analysis (EDA) Phase7
- 2.2Initial Study5 Minutes
- 2.3Import Input Data [Video]10 Minutes
- 2.4Step by Step Approach of Coding10 Minutes
- 2.5Understand K-Means Clustering 1 – Modelling Concepts [Video]20 Minutes
- 2.6Understand K-Means Clustering 2 – Optimisation [Video]3 Minutes
- 2.7Understand TF-IDF Vectorisation [Video]
- 2.8Recommender System Coding Explanation [Video]50 Minutes
- Code Files and Project Submission2