Build a Movie Recommendation System

Topic covered:

• Exploring the MovieLens Data
• Matrix factorization using SGD
• Embedding Visualization
• Regularization in Matrix Factorization

colab

Introduction

MovieLens 데이터를 기반으로 영화 추천 시스템 만들기

Outline

• Exploring the MovieLens Data
• Preliminaries
• Training a matrix factorization model
• Inspecting the embeddings
• Regularization in matrix factorization
• Softmax model training