Requirements for a Certificate of Achievement or ECTS

Preparation

Week 1 - General Introduction

Week 2 - Introduction to Deep Learning and Neural Network Basics

Week 3 - Shallow Neural Networks

Week 4 - Deep Neural Networks

Week 5 - Practical Aspects of Deep Learning

Week 6 - Optimization Algorithms

Week 7 - Hyperparameter Tuning

Week 8 - Machine Learning Strategy 1 & 2

Week 9 - Neural Networks Architecture | Project Checkpoint

Week 10 - Bonus: most voted topic

Week 11 - Presentation of Final Projects, Part I