|Price||$42.88 - $63.93
|Authors||Dino Esposito, Francesco Esposito|
|Format||Paper book / ebook (PDF)|
ML.NET brings the power of machine learning to all .NET developers and Programming ML.NET helps you apply it in real production solutions. Modeled on Dino Espositos best-selling Programming ASP.NET, this book takes the same scenario-based approach Microsofts team used to build ML.NET itself. After a foundational overview of ML.NETs libraries, the authors illuminate mini-frameworks (ML Tasks) for regression, classification, ranking, anomaly detection, and more. For each ML Task, they offer insights for overcoming common real-world challenges. Finally, going far beyond shallow learning, the authors thoroughly introduce ML.NET neural networking. They present a complete example application demonstrating advanced Microsoft Azure cognitive services and a handmade custom Keras network showing how to leverage popular Python tools within .NET.
14-time Microsoft MVP Dino Esposito and son Francesco Esposito show how to: Build smarter machine learning solutions that are closer to your users needs; See how ML.NET instantiates the classic ML pipeline, and simplifies common scenarios such as sentiment analysis, fraud detection, and price prediction; Implement data processing and training, and productionize machine learningbased software solutions; Move from basic prediction to more complex tasks, including categorization, anomaly detection, recommendations, and image classification; Perform both binary and multiclass classification; Use clustering and unsupervised learning to organize data into homogeneous groups; Spot outliers to detect suspicious behavior, fraud, failing equipment, or other issues; Make the most of ML.NETs powerful, flexible forecasting capabilities; Implement the related functions of ranking, recommendation, and collaborative filtering; Quickly build image classification solutions with ML.NET transfer learning; Move to deep learning when standard algorithms and shallow learning arent enough; Buy neural networking via the Azure Cognitive Services API, or explore building your own with Keras and TensorFlow.
C# 8.0 and .NET Core 3.0 : Modern Cross-Platform Development, 4th Edition
by Mark J. Price
In C# 8.0 and .NET Core 3.0 - Modern Cross-Platform Development, Fourth Edition, expert teacher Mark J. Price gives you everything you need to start programming C# applications.This latest edition uses the popular Visual Studio Code editor to work across all major operating systems. It is fully updated and expanded with new chapters on Co...
Price: $28.00 | Publisher: Packt Publishing | Release: 2019
by Christian Wenz
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Price: $31.65 | Publisher: O'Reilly Media | Release: 2007
Pro Asynchronous Programming with .NET
by Richard Blewett, Andrew Clymer
Pro Asynchronous Programming with .NET teaches the essential skill of asynchronous programming in .NET. It answers critical questions in .NET application development, such as: how do I keep my program responding at all times to keep my users happy? how do I make the most of the available hardware? how can I improve performance?In the mode...
Price: $51.87 | Publisher: Apress | Release: 2013
by Dino Esposito
Programming ASP.NET Core is the definitive guide to practical web-based application development with Microsoft's new ASP.NET Core framework. Microsoft MVP Dino Esposito introduces proven techniques and well-crafted example code for solving real problems with ASP.NET Core. Step by step, he guides you through using all key ASP.NET Core...
Price: $37.75 | Publisher: Microsoft Press | Release: 2018
Network Programming with Go Language, 2nd Edition
by Jan Newmarch, Ronald Petty
Dive into key topics in network architecture implemented with the Google-backed open source Go programming language. Networking topics such as data serialization, application level protocols, character sets and encodings are discussed and demonstrated in Go. This book has been updated to the Go version 1.18 which includes modules, generic...
Price: $49.99 | Publisher: Apress | Release: 2022
OData Programming Cookbook for .NET Developers
by Steven Cheng
Odata (Open Data Protocol) is a Web protocol for querying and updating data that provides a way to unlock your data and free it from silos that exist in applications today. OData enables data access among a variety of applications, services, and stores by adopting existing Web technologies such as HTTP, XML, and JSON. This book deals with...
Price: $29.99 | Publisher: Packt Publishing | Release: 2012
by Jess Chadwick, Todd Snyder, Hrusikesh Panda
Get up and running with ASP.NET MVC 4, and learn how to build modern server-side web applications. This guide helps you understand how the framework performs, and shows you how to use various features to solve many real-world development scenarios you're likely to face. In the process, you'll learn how to work with HTML, JavaScr...
Price: $25.00 | Publisher: O'Reilly Media | Release: 2012
by Sudipta Mukherjee
LINQ represents a paradigm shift for developers used to an imperative / object oriented programming style, because LINQ draws on functional programming principles.Using the familiar "recipes" approach, Thinking in LINQ shows you how to approach building LINQ-based solutions, how such solutions are different from what you...
Price: $38.32 | Publisher: Apress | Release: 2014