Deep Learning Hands-on Workshop

repo for our coding workshop www.hackundsoehne.de/deeplearning

• Slides https://docs.google.com/presentation/d/1ggs3LvzoAObfqpiM0XQXqAKCo6RppoEihVbdsdocd0w/edit?usp=sharing

• Evaluation google form https://goo.gl/forms/TL8cMzcfvVSAkAC63

How to use Google Collab Notebooks

We provide read-only Google Collab Notebooks for all participants. To edit them and go along during the workshop, click File -> Save a copy in Drive

Workshop Part 1: Python, Numpy, Jupyter - Introduction

• Google Collab Notebook https://drive.google.com/file/d/1DHrLEsyP_3jDZwSjp9slDdhg_0d9jYwS/view?usp=sharing

Workshop Part 2: Backprop in Detail

• Google Collab Notebook
• part 1: https://drive.google.com/file/d/1XRf3D6Fbd1pURFtoEzgtC6WjBM_M0p_t/view?usp=sharing
• part 2: https://drive.google.com/file/d/1WF4ZNPXOo7Tjwji3Zzx1u7OIdmihi5Ei/view?usp=sharing
• part 3: https://drive.google.com/file/d/1IUVJ0xcm3H_8-mZ8Ngmmn6r9mgLMk9BY/view?usp=sharing

Workshop Part 3: Modern DL Framework & Workflow

Google Collab Notebooks

• Participant notebooks

  • Keras MNIST : https://drive.google.com/file/d/1zf55WftULwMF1Wg6qSH2nIva-ilXdX-l/view?usp=sharing
  • Keras MNIST Denoising : https://drive.google.com/file/d/1aboLUzY7wWhHh1CU6IU_jKwZF-hLVUQN/view?usp=sharing

• Solutions notebooks

  • Keras MNIST solutions : https://drive.google.com/file/d/1hVLmwHGRQeY54d0pYk2lcDhAdAccfHco/view?usp=sharing
  • Keras MNIST Denoising solutions: https://drive.google.com/file/d/1JPX9Ib9l530havAIJsX4Z8VCvLiz3ipG/view?usp=sharing