Outline Introduction Supervised Learning Convolutional Neural Network Sequence Modelling RNN and its extensions Unsupervised Learning Autoencoder Stacked Denoising Autoencoder Reinforcement Learning Deep reinforcement Learning Two applications: Playing Atari alphaGoOutline • Introduction • Supervised Learning – Convolutional Neural Network – Sequence Modelling: RNN and its extensions • Unsupervised Learning – Autoencoder – Stacked DenoisingAutoencoder • Reinforcement Learning – Deep Reinforcement Learning – Two applications: Playing Atari & AlphaGo