{"product_id":"machine-learning-intuition-uncovering-the-simple-ideas-behind-the-science-of-prediction-9798243365819","title":"Machine Learning Intuition: Uncovering the simple ideas behind the science of prediction","description":"\u003cp\u003e • Author(s): Eliott Kalfon\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Machine Theory\u003c\/p\u003e\u003cp\u003eEveryone is talking about Machine Learning and AI. Chatbots, self-driving cars, medical diagnoses, fraud detection... Algorithms are making decisions that shape our daily life. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eAnd yet, when we try to learn how any of it works, we hit a wall of equations, jargon, and textbooks written for PhD students. \u003cb\u003eThis book was written to break down that wall.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eMachine Learning Intuition\u003c\/i\u003e teaches you the core ideas behind ML, not with heavy mathematics, but with clear explanations and simple visuals. You will understand how an algorithm learns from examples, why it makes the predictions it does, and how the full ML workflow fits together. \u003cp\u003e\u003c\/p\u003eBy the end, you will be able to: \u003cul\u003e\n\u003cli\u003eExplain what Machine Learning actually is (and is not)\u003c\/li\u003e\n\u003cli\u003eUnderstand how models like k-Nearest Neighbours and Decision Trees work\u003c\/li\u003e\n\u003cli\u003eMake sense of model evaluation, data preprocessing, and feature engineering\u003c\/li\u003e\n\u003cli\u003eFollow an end-to-end ML project from raw data to prediction\u003c\/li\u003e\n\u003cli\u003eSee how modern generative AI connects to these foundations\u003c\/li\u003e\n\u003c\/ul\u003eNo prior experience required. No degree needed. Just curiosity. \u003cb\u003eIf you have ever wanted to truly understand AI, this is the book to start with.\u003c\/b\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47568524574871,"sku":"9798243365819","price":1047.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798243365819.webp?v=1774869013","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-intuition-uncovering-the-simple-ideas-behind-the-science-of-prediction-9798243365819","provider":"Atlantic Books","version":"1.0","type":"link"}