C# Machine Learning Projects by Yoon Hyup Hwang
English | 14 Jun. 2018 | ISBN: 1788996402 | 350 Pages | EPUB | 5.48 MB
Power up your C# and .NET applications with exciting machine learning models and modular projectsKey FeaturesProduce classification, regression, association and clustering modelsExpand your understanding of machine learning and C#Get the grips of C# packages such as Accord.net, LiveCharts, DeedleBook DescriptionMachine Learning is applied in almost all kinds of real-world surroundings and industries, right from medicine to advertising, finance and scientific research. This book 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 C#, .Net users can apply your existing knowledge to the wide gamut of intelligent applications through a project-based approach. You will start by setting up your C# environment for machine learning with required packages, Accord.NET, LiveCharts, Deedle. We will then…k & credit card fraud detection.By the end of this book, you will be putting your skills in practice and running your machine learning knowledge in implementing real projects using this project-based book.What you will learnSet up C# environment for machine learning with required packagesEssential steps to build classification models for spam email filteringFeature engineering using NLP techniques for Twitter sentiment analysisForecast foreign exchange rates using continuous and time-series dataBuilding a recommendation model for Music Genre RecommendationData munging image dataset for handwritten digit recognitionChoosing the right confidence threshold for cyber attack detectionOne-Class Support Vector Machine for credit card fraud detectionWho This Book Is ForThis book is for C# & .NET developers who have strong knowledge of C#, then this book is perfect for you to get machine learning into your real-world projects and make the application much smarter.
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