Machine Learning Projects for .NET Developers

Machine Learning Projects for .NET Developers
Author :
Publisher : Apress
Total Pages : 290
Release :
ISBN-10 : 9781430267669
ISBN-13 : 1430267666
Rating : 4/5 (666 Downloads)

Book Synopsis Machine Learning Projects for .NET Developers by : Mathias Brandewinder

Download or read book Machine Learning Projects for .NET Developers written by Mathias Brandewinder and published by Apress. This book was released on 2015-07-09 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Machine Learning Projects for .NET Developers Related Books

Machine Learning Projects for .NET Developers
Language: en
Pages: 290
Authors: Mathias Brandewinder
Categories: Computers
Type: BOOK - Published: 2015-07-09 - Publisher: Apress

GET EBOOK

Machine Learning Projects for .NET Developers shows you how to build smarter .NET applications that learn from data, using simple algorithms and techniques that
Hands-On Machine Learning with ML.NET
Language: en
Pages: 287
Authors: Jarred Capellman
Categories: Computers
Type: BOOK - Published: 2020-03-27 - Publisher: Packt Publishing Ltd

GET EBOOK

Create, train, and evaluate various machine learning models such as regression, classification, and clustering using ML.NET, Entity Framework, and ASP.NET Core
Mastering .NET Machine Learning
Language: en
Pages: 358
Authors: Jamie Dixon
Categories: Computers
Type: BOOK - Published: 2016-03-29 - Publisher: Packt Publishing Ltd

GET EBOOK

Master the art of machine learning with .NET and gain insight into real-world applications About This Book Based on .NET framework 4.6.1, includes examples on A
Introducing Machine Learning
Language: en
Pages: 616
Authors: Dino Esposito
Categories: Computers
Type: BOOK - Published: 2020-01-31 - Publisher: Microsoft Press

GET EBOOK

Master machine learning concepts and develop real-world solutions Machine learning offers immense opportunities, and Introducing Machine Learning delivers pract
C# Machine Learning Projects
Language: en
Pages: 350
Authors: Yoon Hyup Hwang
Categories: Computers
Type: BOOK - Published: 2018-06-14 - Publisher:

GET EBOOK

Power your C# and .NET applications with exciting machine learning models and modular projects Key Features Produce classification, regression, association, and