Unsupervised Learning, Recommenders, Reinforcement Learning

• Week 1

  • Practice quiz : Clustering

  • Practice quiz : Anomaly Detection

  • Programming Assignments

    • K means

    • Anomaly Detection

• Week 2

  • Practice quiz : Collaborative Filtering

  • Practice quiz : Recommender systems implementation

  • Practice quiz : Content-based filtering

  • Programming Assignments

    • Collaborative Filtering RecSys

    • RecSys using Neural Networks

• Week 3

  • Practice quiz : Reinforcement learning introduction

  • Practice Quiz : State-action value function

  • Practice Quiz : Continuous state spaces

  • Programming Assignment

    • Deep Q-Learning - Lunar Lander

Certificate of Completion