Movie Recommendation System
Project Description
Throughout this project, you will learn how to build a movie recommendation system using a Singular Value Decomposition (SVD) technique. You will also learn about the advantages and limitations of SVD, and how model predictions work!
Dataset
Movielens 100k dataset
Relevant Skills You May Apply
Introductory Python Programming Skills & Machine Learning Knowledge
Skills You May Gain
Intermediate Python Programming and Data Analysis Skills
Total Time
Approximately 5-10 hours
Milestones
Milestone 1: Crash Course on Singular Value Decomposition
Milestone 2: Data Pre-Processing
Milestone 3: Hyperparameter Tuning in SVD
Milestone 4: Train the Model
Deliverables
Deliverables include an interactive Google Colab Notebook.