AI Summer

Deploy a Deep Learning model as a web application using...

How to expose a deep learning model, built with Tensorflow, as an API using Flas...

Deep learning in MRI beyond segmentation: Medical image...

How can deep learning revolutionize medical image analysis beyond segmentation? ...

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...

Scalability in Machine Learning: Grow your model to ser...

Follow along with a small AI startup on its journey to scale from 1 to millions ...

How to use Docker containers and Docker Compose for Dee...

Learn how to containerize a deep learning model using Docker. Start with the bas...

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...

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 ...

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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