Creating a Python project in Visual Studio Code (VS Code) is a straightforward process. Here’s a step-by-step guide to help you get started: Install VS Code:If you haven’t already, download and install Visual Studio Code from the official website (Download Visual Studio Code – Mac, Linux, Windows). Install Python:Ensure you have Python installed on your […]
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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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While AI has been a buzzword for years, generative AI, particularly the emergence of ChatGPT in 2022, has catapulted it into the global spotlight. This breakthrough has triggered an unprecedented wave of AI development and implementation across industries. What is Generative AI Generative AI, unlike traditional AI that focuses on analysis and prediction, is designed
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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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Imagine being able to have an AI assistant that not only understands your requests but also has instant access to real-time, relevant information to answer them perfectly. That’s the promise of Retrieval-Augmented Generation (RAG), a cutting-edge approach that’s revolutionizing the way artificial intelligence interacts with the world. So, what exactly is RAG? Unlike traditional large language models
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A research team from South Korea published two papers last week on arXiv, claiming to have created “world’s first room -temperature, atmospheric pressure superconductor material” which is called as LK-99, This can enable the possible fabrication of superconductors at room-temperature and ambient-pressure. After the papers on LK-99 from South Korean scientists were made public, chinese research
With release of GPT models, Vector databases are gaining huge popularity and are coming into limelight. Vector databases will power next generation AI applications and will serve as long term memory to LLM (large language model) based applications and workflows. Why need Vector Databases? In early days of internet, data was mostly structured data, which
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We are going to build custom ChatGPT using your own document library. We are going to take advantage of latest development in large language models (LLM) like OpenAI GPT-3, GTP-4. There are 2 approaches to build question/answering system using LLM (Large language model). 1. Fine tune GPT If you fine tune GPT, it will not
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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