The Marvelous World of Machine Learning Machine Learning (ML) has become the buzzword of the 21st century. You’ve probably heard it mentioned in tech circles, on the news, or even at the water cooler. But what exactly is this mysterious…
Introduction to Linear Regression Linear regression is one of the most popular and commonly used machine learning algorithms. It is a statistical method used to predict continuous, numeric values based on historical data. Regression analysis involves modelling the relationship between…
Explore the dynamic world of artificial intelligence with a focus on Data-Centric AI and Model-Centric AI, each offering unique advantages and challenges. Discover how the blend of these approaches is shaping the future of AI for the benefit of humanity.
What is Gradient Descent? Gradient descent is an optimization algorithm that is commonly used to minimize cost functions and train machine learning models. It works by taking steps in the direction of steepest descent, which means moving towards lower values…
1. Introduction In the realm of artificial intelligence, Large Language Models (LLMs) have emerged as a groundbreaking force. These models, which are capable of understanding and generating human-like text, are reshaping industries, from business to healthcare. But what exactly are…
GPT, or Generative Pretrained Transformer, is an AI model that uses deep learning to generate text. It has revolutionized natural language processing and has applications in various fields. In this article, we will explore how GPT works and its impact…