Artificial Intelligence
Vectors, Matrices, Derivatives, Probability, and Basic Statistics are core mathematical concepts that are fundamental to machine learning. We’ll look at concrete examples to make it clear. 1. Vectors 2. Matrices 3. Derivatives 4. Probability 5. Basic Statistics In Summary: All of these concepts are interwoven, forming a foundation on which many machine learning models are […]
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What is Artificial Intelligence? Artificial Intelligence refers to the ability of machines and computer systems to exhibit intelligent behavior and perform tasks that typically require human intelligence. AI encompasses a broad spectrum of techniques, algorithms, and methodologies that enable machines to learn, reason, perceive, and make decisions. It aims to replicate human cognitive functions, such
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Have you ever wondered how your phone understands your voice commands, or how chatbots manage to provide (somewhat) helpful responses? The answer lies in a fascinating field called Natural Language Processing (NLP). Think of NLP as the translator that bridges the gap between human language and the digital world. It allows machines to understand, analyze,
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Everyone is talking about ChatGPT these days. Everyone is asking about, how it works? how the magic happens? These curious questions are being asked by lot of non-technical background peoples around me. I will try to explain here how ChatGPT works without going into technical details. Since the release of ChatGPT from last year (Nov
A neural network is a type of machine learning model that is inspired by the human brain. It is a network of interconnected nodes, or neurons, that learn to recognize patterns in data. Neural networks are made up of layers of neurons. The image shows a simple neural network with layers.
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Machine Learning (ML) has become a cornerstone of modern technological advancements, enabling computers to learn from data and make intelligent decisions. Central to the field of ML are various learning techniques that empower machines to acquire knowledge and improve performance. In this article, we will explore the different types of learning in Machine Learning, shedding
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Artificial Intelligence (AI) has rapidly emerged as a transformative technology, revolutionizing numerous industries and shaping our everyday lives. With its immense potential and wide-ranging applications, AI is poised to redefine the way we work, communicate, and experience the world. In this article, we will explore the essence of artificial intelligence, its key components, and the
What is Artificial Intelligence: A closer look at AI. Read More »
Foundation of AI: Alan Turing, an British mathematician was highly influential in the development of theoretical computer science, providing a formalization of the concepts of algorithm and computation with the Turing machine, which can be considered a model of a general-purpose computer. Turing is widely considered to be the father of theoretical computer science and
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