Udacity Deep Learning Nanodegree Foundation

(11.2017 - 04.2018)

About

This Udacity Nanodegree Foundation is taught by several specialists on Deep Learning and takes you from Neuronal Networks over Convolutional and Recurrent Networks to Reinforcement Learning. It offers a lot of practice and exposure to many projects and tools.

Course Work

Here you can find the projects and exercises we did in the course. The projects were independent work, whereas the exercises came with a solution that you would help you in case you got stuck.

Part 1: Introduction

• there was no project in the introduction

Part 2: Neuronal Networks

• Project: My First Neural Network

Part 3: Convolutional Networks

• Project: Dog Breed Recognising App build with a Pretrained CNN
• Exercise: Simple Autoencoder
• Exercise: Convolutional Autoencoder

Part 4: Recurrent Networks

• Project: An RNN trained on TV scripts of the Simpsons

Part 5: Generative Adverserial Networks

• Project: Face Generator GAN