{"product_id":"the-mathematics-of-artificial-intelligence-for-high-schoolers-paperback","title":"The Mathematics of Artificial Intelligence for High Schoolers - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003ePaul Wilmott\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis is the book that introduces schoolchildren to the mathematics behind Artificial Intelligence!\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThere are books with no mathematics, just the description of what AI can do. Then there are books with no mathematics, just lots of computer code. And there are books with lots and lots of mathematics which are incomprehensible without a degree in mathematics.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBut there aren't books like this one!\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book is for children who are confident in their mathematics. They do not have to be advanced or even top of their class. But they do have to be comfortable with learning new concepts. Here are some of those concepts, and how simple they are.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eRepresenting data as a vector: A list of numbers, don't be fooled by the big parentheses!\u003c\/li\u003e\n\u003cli\u003eScaling the data: Taking away and multiplying. That was easy!\u003c\/li\u003e\n\u003cli\u003eDistance measurement: Taking away and adding up. Squaring and square rooting if you are feeling really adventurous!\u003c\/li\u003e\n\u003cli\u003eCharts: Putting dots on a piece of graph paper! Exhausted, not!\u003c\/li\u003e\n\u003cli\u003eThe equation of a straight line: y = ax+b. You can do it!\u003c\/li\u003e\n\u003cli\u003eAverages: Adding up and dividing. You know how to divide, don't you, Steve?\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eYes, it's mathematics, but nothing to frighten the horses!\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThe book starts with a chapter with some history of AI. This is followed by a chapter of jargon, useful mathematics, and a description of the main techniques. Then it's one chapter on each of Nearest Neighbours, Regression, Clustering, Decision Trees, Neural Networks and Reinforcement Learning. Each of these in-depth chapters covers uses of the technique, the mathematical details, a real example and then a project for readers to work through on their own or in teams. The book ends with sources for some useful data.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 100\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.27 x 9.21 x 6.14 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e August 04, 2023\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":52494108983603,"sku":"9781916081642","price":25.7,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0300\/5595\/6612\/files\/kOnBZhEMiM9781916081642.webp?v=1759971301","url":"https:\/\/www.vysn.com\/en-ca\/products\/the-mathematics-of-artificial-intelligence-for-high-schoolers-paperback","provider":"VYSN","version":"1.0","type":"link"}