AI Summer

How to Unit Test Deep Learning: Tests in TensorFlow, mo...

Explore unit testing in tensorflow code using tf.test(), mocking and patching ob...

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

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

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...

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 ...

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? ...

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