AI

Best deep CNN architectures and their principles: from ...

How convolutional neural networks work? What are the principles behind designing...

A journey into Optimization algorithms for Deep Neural ...

An overview of the most popular optimization algorithms for training deep neural...

How Transformers work in deep learning and NLP: an intu...

An intuitive understanding on Transformers and how they are used in Machine Tran...

Introduction to Kubernetes with Google Cloud: Deploy yo...

What is Kubernetes? What are the basic principles behind it? Why it might be the...

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 ...

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...

Understanding einsum for Deep learning: implement a tra...

Learn about the einsum notation and einops by coding a custom multi-head self-at...

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...

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...

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