Artificial Intelligence
Artificial Intelligence Introduction AI is the ability of a computer or machine to perform tasks that normally require human intelligence. This includes understanding language, recognizing patterns, solving problems, and even learning from experience. Think of it as teaching a computer to think like we do! Types of AI There are two main types of AI: […]
Difference between GPU and CPU Let’s look at some of the main differences between GPU and CPU in this post. CPU is often referred to as the “brain” of the computer, the CPU handles general-purpose tasks such as running the operating system, executing application code, and managing I/O operations. It is designed for high single-threaded […]
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 […]