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How to train a deep learning model in the cloud

How to create a VM instance in Google cloud, transfer a deep learning model and ...

In-layer normalization techniques for training very dee...

How can we efficiently train very deep neural network architectures? What are th...

Introduction to 3D medical imaging for machine learning...

Learn how to apply 3D transformations for medical image preprocessing and augmen...

How to build a custom production-ready Deep Learning Tr...

Building a custom training loop in Tensorflow and Python with checkpoints and Te...

Recurrent Neural Networks: building GRU cells VS LSTM c...

What are the advantages of RNN’s over transformers? When to use GRU’s over LSTM?...

Recurrent neural networks: building a custom LSTM cell

Are you interested to see how recurrent networks process sequences under the hoo...

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...

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

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

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

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

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