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Technical articles on AI, machine learning, web development, and technology

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Large Language Models: Understanding the Technology Behind AI Assistants

Explore the fascinating world of Large Language Models (LLMs) like GPT-4, BERT, and LLaMA, and learn how they're revolutionizing how we interact with technology.

5 months ago

5 min read

The Path to Artificial General Intelligence: Challenges and Possibilities

Explore the concept of Artificial General Intelligence (AGI), the challenges in achieving it, and what a future with AGI might look like for humanity.

5 months ago

6 min read

The Revolution of Generative AI: From Text to Images and Beyond

Discover how generative AI is transforming creative processes across industries, from producing realistic images with DALL-E and Midjourney to composing music and assisting in scientific discovery.

6 months ago

5 min read

Building a Neural Network from Scratch for MNIST Digit Classification

Join me on my journey to build a neural network from scratch. Neural Networks are fascinating fruits of mathematics that find their application in Deep learning. Understanding the fundamentals concepts is crucial. I engaged myself in the project of building a neural network to solve an actual machine learning problem using only python and numpy library. In order to grasp the full concepts we need to be able to build it from scratch

7 months ago

4 min read

Understanding the Core Concepts of Deep Learning with MIT 6.S191

Join me on a journey through the foundational principles of deep learning as taught in the MIT 6.S191 course. From perceptrons to regularization, we explore the mechanics that power neural networks today.

7 months ago

3 min read