C# Machine Learning Projects

Power your C# and .NET applications with exciting machine learning models and modular projects

C# Machine Learning Projects

Yoon Hyup Hwang
New Release!

Power your C# and .NET applications with exciting machine learning models and modular projects
eBook
$10.00
RRP $35.99
Save 72%
Print + eBook
$44.99
RRP $44.99
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
$10.00
$44.99
RRP $35.99
RRP $44.99
eBook
Print + eBook

Frequently bought together


C# Machine Learning Projects Book Cover
C# Machine Learning Projects
$ 35.99
$ 10.00
Machine Learning for Finance Book Cover
Machine Learning for Finance
$ 39.99
$ 10.00
Buy 2 for $20.00
Save $55.98
Add to Cart

Book Details

ISBN 139781788996402
Paperback350 pages

Book Description

Machine learning is applied in almost all kinds of real-world surroundings and industries, right from medicine to advertising; from finance to scientifc research. This book will help you learn how to choose a model for your problem, how to evaluate the performance of your models, and how you can use C# to build machine learning models for your future projects.

You will get an overview of the machine learning systems and how you, as a C# and .NET developer, can apply your existing knowledge to the wide gamut of intelligent applications, all through a project-based approach. You will start by setting up your C# environment for machine learning with the required packages, Accord.NET, LiveCharts, and Deedle. We will then take you right from building classifcation models for spam email fltering and applying NLP techniques to Twitter sentiment analysis, to time-series and regression analysis for forecasting foreign exchange rates and house prices, as well as drawing insights on customer segments in e-commerce. You will then build a recommendation model for music genre recommendation and an image recognition model for handwritten digits. Lastly, you will learn how to detect anomalies in network and credit card transaction data for cyber attack and credit card fraud detections.

By the end of this book, you will be putting your skills in practice and implementing your machine learning knowledge in real projects.

Table of Contents

What You Will Learn

  • Set up the C# environment for machine learning with required packages
  • Build classification models for spam email filtering
  • Get to grips with feature engineering using NLP techniques for Twitter sentiment analysis
  • Forecast foreign exchange rates using continuous and time-series data
  • Make a recommendation model for music genre recommendation
  • Familiarize yourself with munging image data and Neural Network models for handwritten-digit recognition
  • Use Principal Component Analysis (PCA) for cyber attack detection
  • One-Class Support Vector Machine for credit card fraud detection

Authors

Table of Contents

Book Details

ISBN 139781788996402
Paperback350 pages
Read More

Read More Reviews

These popular $10 titles might interest you

Machine Learning for Finance Book Cover
Machine Learning for Finance
$ 39.99
$ 10.00
Hands-On Machine Learning with C# Book Cover
Hands-On Machine Learning with C#
$ 31.99
$ 10.00
Adobe After Effects CC for Beginners: Learn After Effects CC [Video] Book Cover
Adobe After Effects CC for Beginners: Learn After Effects CC [Video]
$ 108.99
$ 10.00
Adobe Premiere Pro CC: Learn Video Editing in Premiere Pro [Video] Book Cover
Adobe Premiere Pro CC: Learn Video Editing in Premiere Pro [Video]
$ 185.99
$ 10.01
Learn C# With Visual Studio 2017 and Console Programs [Video] Book Cover
Learn C# With Visual Studio 2017 and Console Programs [Video]
$ 52.99
$ 10.00
After Effects CC 2017: Make Professional Lower Thirds Titles [Video] Book Cover
After Effects CC 2017: Make Professional Lower Thirds Titles [Video]
$ 71.99
$ 10.00