Posts

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 ...

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? ...

Distributed Deep Learning training: Model and Data Para...

How to train your data in multiple GPUs or machines using distributed methods su...

Spiking Neural Networks: where neuroscience meets artif...

Discorver how to formulate and train Spiking Neural Networks (SNNs) using the LI...

Transformers in computer vision: ViT architectures, tip...

Learn all there is to know about transformer architectures in computer vision, a...

Understanding SWAV: self-supervised learning with contr...

A mathematical explanation of the Swapping Assignments Between Views (SWAV) paper.

Best Graph Neural Network architectures: GCN, GAT, MPNN...

Explore the most popular gnn architectures such as gcn, gat, mpnn, graphsage and...

Deep learning on computational biology and bioinformati...

A self-complete guide for understanding biology concepts that are necessary for ...

Speech Recognition: a review of the different deep lear...

Explore the most popular deep learning architecture to perform automatic speech ...

Grokking self-supervised (representation) learning: how...

A general perspective on understanding self-supervised representation learning m...

A complete Weights and Biases tutorial

Learn about the Weights and Biases library with a hands-on tutorial on the diffe...

Top Resources to start with Computer Vision and Deep Le...

A curated list of the best courses, books and blog to learn computer vision with...

A complete Hugging Face tutorial: how to build and trai...

Learn about the Hugging Face ecosystem with a hands-on tutorial on the datasets ...

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