عنوان

Machine learning projects for .NET Developers /

شابک

1430267666

شابک

9781430267669

شابک اشتباه

9781430267676

شماره

dltt

عنوان اصلي

Machine learning projects for .NET Developers /

نام عام مواد

[Book]

نام نخستين پديدآور

Mathias Brandewinder

نام خاص و کميت اثر

1 online resource (xix, 275 pages) :

ساير جزييات

illustrations

متن يادداشت

Includes index

متن يادداشت

Machine Learning Projects for .NET Developers 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. In a series of fascinating projects, you'll learn how to: Build an optical character recognition (OCR) system from scratch Code a spam filter that learns by example Use F♯'s powerful type providers to interface with external resources (in this case, data analysis tools from the R programming language) Transform your data into informative features, and use them to make accurate predictions Find patterns in data when you don't know what you're looking for Predict numerical values using regression models Implement an intelligent game that learns how to play from experience Along 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

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

COM-- 000000

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Brandewinder, Mathias

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network.

تاريخ عمليات

20150814093545.1

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y