Artificial Intelligence
AI Engineer Roles Artificial Intelligence (AI) Engineers are professionals who design, develop, and implement AI models and systems. They work with data, machine learning algorithms, and various AI frameworks to create intelligent applications that solve real-world problems. AI engineers bridge the gap between data science and software development, ensuring AI-driven solutions are efficient, scalable, and […]
Types of Machine Learning Machine Learning encompasses algorithms and methodologies designed to enable computers to learn from data and make predictions or decisions without being explicitly programmed. The main types of machine learning are as follows: Supervised Learning Unsupervised Learning Reinforcement learning Deep Learning Supervised Learning Supervised learning algorithms learn from labeled data, predicting […]
The machine learning life cycle is the end-to-end process of developing, deploying, and maintaining the ML model. ( Machine Learning model)
Introduction to Machine Learning Machine Learning (ML) is a branch of Artificial Intelligence (AI) that enables computers to learn from data and make decisions without being explicitly programmed. Instead of following fixed instructions, ML algorithms identify patterns in data and use them to make predictions or take actions. Machine Learning is used in various applications, […]
Multi-layer Neural Networks A multi-layer neural network (MLP) is a type of artificial neural network that consists of multiple layers of nodes (also called neurons). It is a key concept in machine learning and deep learning, used to model complex patterns and solve tasks such as classification, regression, and pattern recognition. Here’s a breakdown of […]
LLM as a Mathematical Function In this tutorial, we will understand a Large Language Model (LLM) as a mathematical function, let’s break it down step by step. A mathematical function is a process that takes an input and applies a set of rules or operations to give an output. You can think of it as a […]