{"product_id":"machine-learning-projects-for-net-developers-9781430267676","title":"Machine Learning Projects for .Net Developers","description":"\u003cp\u003e • Author(s): Mathias Brandewinder\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Apress\u003cbr\u003e • BISAC: Programming - Microsoft\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cem\u003eMachine Learning Projects for .NET Developers\u003c\/em\u003e shows you how to build smarter .NET applications that learn from data, using simple algorithms and techniques that can be applied to a wide range of real-world problems. You'll code each project in the familiar setting of Visual Studio, while the machine learning logic uses F#, a language ideally suited to machine learning applications in .NET. If you're new to F#, this book will give you everything you need to get started. If you're already familiar with F#, this is your chance to put the language into action in an exciting new context.\u003c\/p\u003e\u003cp\u003eIn a series of fascinating projects, you'll learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBuild an optical character recognition (OCR) system from scratch\u003c\/li\u003e\n\u003cli\u003eCode a spam filter that learns by example\u003c\/li\u003e\n\u003cli\u003eUse F#'s powerful type providers to interface with external resources (in this case, data analysis tools from the R programming language)\u003c\/li\u003e\n\u003cli\u003eTransform your data intoinformative features, and use them to make accurate predictions\u003c\/li\u003e\n\u003cli\u003eFind patterns in data when you don't know what you're looking for\u003c\/li\u003e\n\u003cli\u003ePredict numerical values using regression models\u003c\/li\u003e\n\u003cli\u003eImplement an intelligent game that learns how to play from experience\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eAlong the way, you'll learn fundamental ideas that can be applied in all kinds of real-world contexts and industries, from advertising to finance, medicine, and scientific research. While some machine learning algorithms use fairly advanced mathematics, this book focuses on simple but effective approaches. If you enjoy hacking code and data, this book is for you.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45283273769111,"sku":"9781430267676","price":6243.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781430267676.webp?v=1769304547","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-projects-for-net-developers-9781430267676","provider":"Atlantic Books","version":"1.0","type":"link"}