AI Summer

Best practices to write Deep Learning code: Project str...

A deep learning python project template, object oriented techniques such as abst...

Speech synthesis: A review of the best text to speech a...

Explore the most popular deep learning models to perform text to speech (TTS) sy...

Tensorflow Extended (TFX) in action: build a production...

A tutorial on how to get started with Tensorflow Extended and how to design and ...

An overview of Unet architectures for semantic segmenta...

Learn everything about one of the most famous convolutional neural network archi...

How Graph Neural Networks (GNN) work: introduction to g...

Start with Graph Neural Networks from zero and implement a graph convolutional l...

Best Resources to Learn Deep Learning Theory

A curated list of the best courses and books to learn deep learning

JAX vs Tensorflow vs Pytorch: Building a Variational Au...

A side-by-side comparison of JAX, Tensorflow and Pytorch while developing and tr...

Why multi-head self attention works: math, intuitions a...

Learn everything there is to know about the attention mechanisms of the infamous...

Build a Transformer in JAX from scratch: how to write a...

How to develop and train a Transformer with JAX, Haiku and Optax. Learn by examp...

Explainable AI (XAI): A survey of recents methods, appl...

What is Explainable Artificial Intelligence (XAI), what are the most popular met...

JAX for Machine Learning: how it works and why learn it

An introduction to JAX, its best features alongside with code snippets for you t...

How Positional Embeddings work in Self-Attention (code ...

Understand how positional embeddings emerged and how we use the inside self-atte...

Introduction to medical image processing with Python: C...

Find out the basics of CT imaging and segment lungs and vessels without labels w...

The theory behind Latent Variable Models: formulating a...

Explaining the mathematics behind generative learning and latent variable models...

How the Vision Transformer (ViT) works in 10 minutes: a...

In this article you will learn how the vision transformer works for image classi...

Best bootcamps and programs to learn Machine Learning a...

A curated list of the top bootcamps and platforms to learn Machine Learning and ...

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