Topics 💡👨🏻🏫
In the following you’ll find the objectives and materials for each of the topics we’ll discuss during this session.
Introduction - terms & definitions
Objectives
Materials
Machine learning - general model types
Objectives
Materials
Machine learning - evaluation of models
Objectives
Materials
Machine learning - tuning and biases
Objectives
Materials
Deep learning - basic concepts
Objectives
Materials
Deep learning - building & training neural networks
Objectives
Materials
Deep learning - architectures
Objectives
Materials
Deep learning - reproducibility
Objectives
Materials
optional/reading/further materials
