Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Mastering .NET Machine Learning

Buy

About This Book

  • Based on .NET framework 4.6.1, includes examples on ASP.NET Core 1.0
  • Set up your business application to start using machine learning techniques
  • Familiarize the user with some of the more common .NET libraries for machine learning
  • Implement several common machine learning techniques
  • Evaluate, optimize and adjust machine learning models

Who This Book Is For

This book is targeted at .NET developers who want to build complex machine learning systems. Some basic understanding of data science is required.

What You Will Learn

  • Write your own machine learning applications and experiments using the latest .NET Framework, including .NET Core 1.0
  • Set up your business application to start using machine learning
  • Accurately predict the future of your data using simple, multiple, and logistic regressions
  • Discover hidden patterns using decision trees
  • Acquire, prepare, and combine datasets to drive insights
  • Optimize business throughput using Bayes Classifier
  • Discover (more) hidden patterns using k-NN and Naive Bayes
  • Discover (even more) hidden patterns using k-means and PCA
  • Use Neural Networks to improve business decision making while using the latest ASP.NET technologies

In Detail

.NET is one of the widely used platforms for developing applications. With the meteoric rise of machine learning, developers are now keen on finding out how to make their .NET applications smarter using machine learning.

Mastering .NET Machine Learning is packed with real-world examples to explain how to easily use machine learning techniques in your business applications. You will begin with an introduction to F# and prepare yourselves for machine learning using the .NET Framework. You will then learn how to write a simple linear regression model and, forming a base with the regression model, you will start using machine learning libraries available in .NET Framework such as Math.NET, numl, and Accord.NET with examples. Next, you are going to take a deep dive into obtaining, cleaning, and organizing your data. You will learn the implementation of k-means and PCA using Accord.NET and numl libraries. You will be using Neural Networks, AzureML, and Accord.NET to transform your application into a hybrid scientific application. You will also see how to deal with very large datasets using MBrace and deploy machine learning models to IoT devices so that the machine can learn and adapt on the fly.

(HTML tags aren't allowed.)

VMware ESXi: Planning, Implementation, and Security
VMware ESXi: Planning, Implementation, and Security

VMware ESXi is the easiest way to get started with virtualization. It has been steadily growing in popularity since it was released in the free VMware vSphere Hypervisor edition. As part of the vSphere family, it can be licensed at the same levels as VMware ESX and provides the same functionality that you’re accustomed to with ESX.

...
qmail
qmail
qmail concentrates on common tasks like moving a sendmail setup to qmail, or setting up a "POP toaster," a system that provides mail service to a large number of users on other computers sending and retrieving mail remotely. The book fills crucial gaps in existing documentation, detailing exactly what the core qmail software does.
...
Obesity And Binge Eating Disorder (Bibliotheca Psychiatrica)
Obesity And Binge Eating Disorder (Bibliotheca Psychiatrica)

Overweight and obesity have quite recently become a major problem affectingmany countries worldwide. Obviously, both environmental and genetic This publication gives a comprehensive overview on the current knowledge ofthe pathophysiological mechanisms in the regulation of hunger and satiety. An insight into the important facets of...


Enterprise-Scale Agile Software Development (Applied Software Engineering Series)
Enterprise-Scale Agile Software Development (Applied Software Engineering Series)

Enterprise-Scale Agile Software Development is the collective sum of knowledge accumulated during the full-scale transition of a 1400-person organization to agile development—considered the largest implementation of agile development and Scrum ever attempted anywhere in the world.

Now James Schiel, a...

The Art of Public Speaking, 10th Edition
The Art of Public Speaking, 10th Edition

By far the leading speech textbook of our time, The Art of Public Speaking has defined the art of being the best for more than 10 million students and instructors. Whether a novice or an experienced speaker, every student will learn how to be a better public speaker through Lucas' clear explanations of classical and contemporary...

Group Policy: Fundamentals, Security, and the Managed Desktop
Group Policy: Fundamentals, Security, and the Managed Desktop

Get up to speed on the latest Group Policy tools, features, and best practices

Group Policy, Fundamentals, Security, and the Managed Desktop, 3rd Edition helps you streamline Windows and Windows Server management using the latest Group Policy tools and techniques. This updated edition covers Windows 10...

©2019 LearnIT (support@pdfchm.net) - Privacy Policy