AI

Deep Learning in Production: Laptop set up and system d...

An article course on how to write and deploy deep learning systems in production...

Deepfakes: Face synthesis with GANs and Autoencoders

A closer look on Deepfakes: face sythesis with StyleGAN, face swap with Xceptio...

GANs in computer vision - semantic image synthesis and ...

The sixth article-series of GAN in computer vision - we explore semantic image s...

GANs in computer vision - self-supervised adversarial t...

The fifth article-series of GAN in computer vision - we discuss self-supervision...

GANs in computer vision - 2K image and video synthesis,...

The fourth article-series of GAN in computer vision - we explore 2K image genera...

GANs in computer vision - Improved training with Wasser...

The third article-series of GAN in computer vision - we encounter some of the mo...

GANs in computer vision - Conditional image synthesis a...

The second article of the GANs in computer vision series - looking deeper in gen...

GANs in computer vision - Introduction to generative le...

The first article of the GANs in computer vision series - an introduction to gen...

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...

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 ...

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...

Transfer learning in medical imaging: classification an...

What is transfer learning? How can it help us classify and segment different typ...

How Attention works in Deep Learning: understanding the...

New to Natural Language Processing? This is the ultimate beginner’s guide to the...

How to use uWSGI and Nginx to serve a Deep Learning model

Serving a Tensorflow model to users with Flask, uWSGI as a web server and Nginx ...

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