Unfolding the universe of possibilities..

Every load time is a step closer to discovery.

CI/CD Pipelines for Data Processing Applications on Azure Part 1: Container Instances

Image generated with The AI Comic Factory: https://huggingface.co/spaces/jbilcke-hf/ai-comic-factory A Step-by Step Guide to Deploying Docker Containers with GitHub Actions Introduction Manually creating and deploying resources to Azure and other cloud providers is relatively easy and may, in some case, be enough.

How Human Labor Enables Machine Learning

Much of the division between technology and human activity is artificial — how do people make our work possible? Photo by Dominik Scythe on Unsplash We don’t talk enough about how much manual, human work we rely upon to make the exciting advances

An Implementation of VGG

A beginner-friendly tutorial Continue reading on Towards Data Science »

A primer on statistical estimation and inference

A Primer on Statistical Estimation and Inference The law of large numbers and sound statistical reasoning are the foundation for effective statistical inference in data science Photo by Gabriel Ghnassia on Unsplash The law of large numbers and sound statistical reasoning are

Is Generative AI Worth Its Environmental Footprint?

Generative AI might have a noticeable environmental footprint, and this story discusses what we may stand to gain in return. Continue reading on Towards Data Science »

Introduction to MLOps Principles

A beginner-friendly introduction to MLOps Continue reading on Towards Data Science »

From Biological Learning to Artificial Neural Network: What’s Next?

Can artificial intelligence help us understand how the brain works? Continue reading on Towards Data Science »

Knowledge Graph Transformers: Architecting Dynamic Reasoning for Evolving Knowledge

Knowledge graphs, which represent facts as interconnected entities, have emerged as a pivotal technique for enhancing AI systems with the… Continue reading on Towards Data Science »

The Comprehensive Guide to Moving Averages in Time Series Analysis

Exploring the Nuances of Simple Moving Averages and Exponentially Weighted Moving Averages Continue reading on Towards Data Science »

A comprehensive guide of Distributed Data Parallel (DDP)

A comprehensive guide on how to speed up the training of your models with Distributed Data Parallel (DDP) Image by Author Introduction Hi everyone! I am Francois, Research Scientist at Meta. Welcome to this new tutorial part of the series Awesome AI