Artificial Intelligence
Artificial Intelligence Components Artificial Intelligence (AI) consists of several components that enable machines to perform tasks that typically require human intelligence. AI Components The main components of AI are as follows: Machine Learning Neural Networks NLP Computer Vision Robotics Expert Systems Fuzzy Logic Machine Learning (ML) A subset of AI that allows systems to […]
Binomial Test in Machine Learning Imagine you have a coin and want to know if it’s fair. You flip it 100 times, and it lands on heads 60 times. Is this just luck, or is the coin rigged? This is the kind of question the Binomial Test helps answer. In the world of machine learning, […]
Bootstrap Sampling in Machine Learning In machine learning, one of the most important tasks is to build models that can perform well on new, unseen data. To achieve this, we need reliable ways to estimate model performance. Bootstrap Sampling is a simple yet powerful statistical technique that helps us understand how well a model will […]
AI Chatbot Types AI chatbots are computer programs designed to simulate human conversations. They use a combination of artificial intelligence (AI), natural language processing (NLP), and sometimes machine learning (ML) to understand and respond to user inputs. From answering simple questions to helping users navigate services or make decisions, AI chatbots have become increasingly popular […]
Code Generation with Generative AI Writing code has traditionally required years of practice and understanding of programming languages. But with the rise of generative AI, coding is becoming more accessible to everyone — from beginners to seasoned developers. In this tutorial, we’ll explore how AI-powered tools can assist in generating, understanding, and debugging code. Whether […]
AI Hallucination AI Hallucination refer to instances where an AI model, LLM, malfunction or misbehave, generating inaccurate or false information. The problem is that these models present inaccurate information to you as accurate. AI hallucinations occur when an AI outputs false or made-up information. They are common in large language models (LLMs) due to data […]