Tag: python

Deep Learning – Generative Adversarial Network

In this next part of the Deep Learning series, we will explain how a Generative Adversarial Network (GAN) model works and use PyTorch for a practical demonstration to generate synthetic (fake) images of digits that mimic the real images from the MNIST dataset.

Here is the link to the article on Deep Learning using GAN:

Deep Learning – Generative Adversarial Network

Enjoy 🙂 !!!

Understanding OAuth2 and OpenID Connect

Updated: 04/26/2025

OAUTH2 and OpenID Connect are popular Authorization and Authentication mechanisms and a lot of confusion around these standards.

In this article, we will unravel the OAUTH2  and OpenID Connect standards through hands-on demonstration of the various flows using the Keycloak OAuth Server.

Here is the link to the article:

Understanding OAuth2 and OpenID Connect

Enjoy 😉 !!!

Quick Primer on Model Context Protocol (MCP)

In this primer, we will provide an overview of the the emerging standard Model Context Protocol (or MCP) specification for building Agentic LLM apps AND get our hands dirty with some code samples using Ollama and LangChain.

Here is the link to the article on MCP:

Quick Primer on Model Context Protocol (MCP)

Enjoy 🙂 !!!

Deep Learning – Convolutional Neural Network

In this next part of the Deep Learning series, we will explain how a Convolutional Neural Network (CNN) model works and use PyTorch for a practical demonstration to classify images of digits using the MNIST dataset.

Here is the link to the article on Deep Learning using CNN:

Deep Learning – Convolutional Neural Network

Enjoy 🙂 !!!