Neuromatch deep learning kurzus
Neuromatch Academy Deep Learning kurzus önképzésre.
Nyáron, jelképes összeget befizetve, kis csoportokban önkéntes tutorokkal zajlik. Minden tananyagot kutatók készítették, videó + jupyter notebook formában bármikor elérhető.
Week 1
Monday: Basics and Pytorch
Tuesday: Linear Deep Learning
Wednesday: Multilayer Perceptrons
Thursday: Optimization
Friday: Projects Wildcard day
Week 2
Monday: Regularization
Tuesday: Convnets and DL Thinking 1
Wednesday: Modern Convnets
Thursday: Generative models (VAEs and Diffusion models)
Friday: Attention and Transformers
Week 3: Advanced concepts
Monday: Time Series and Natural Language Processing
Tuesday: DL Thinking 2 & Half Projects Day (Abstract Writing)
Wednesday: Unsupervised and Self-supervised learning
Thursday: Basic Reinforcement Learning
Friday: Reinforcement Learning for Games & DL Thinking 3
See more information:
https://deeplearning.neuromatch.io/tutorials/intro.html