Ebook Machine Learning Projects for .NET Developers
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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. Youll 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 youre new to F, this book will give you everything you need to get started. If youre 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, youll learn how to:Build an optical character recognition (OCR) system from scratchCode a spam filter that learns by exampleUse Fs 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 predictionsFind patterns in data when you dont know what youre looking forPredict numerical values using regression modelsImplement an intelligent game that learns how to play from experienceAlong the way, youll 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. Deployment: Customizing your NET deployment Projects So you finished your application and you are ready to deploy it You want to create a setup for the application but you don't want to spend a $1000+ on InstallShield Weka 3 - Data Mining with Open Source Machine Learning Weka is a collection of machine learning algorithms for data mining tasks The algorithms can either be applied directly to a dataset or called NET Framework Deployment Guide for Developers This topic provides information for developers who want to install the NET Framework 45 451 452 or the NET Framework 46 461 or 462 with their apps Developercom: Technical Information for Software Developers Developercom the Flagship of the Developercom Network is the developer's source for in-depth programming tutorials and relevant development news across all major Microsoft Research Emerging Technology Computer and Explore research at Microsoft a site featuring the impact of research along with publications products downloads and research careers Machine Learning and AI Coming Soon to Networking [Video Machine learning and artificial intelligence have gained notoriety among the general public through applications such as Siri Alexa or Google Now Microsoft Certification Exam List Microsoft Learning Microsoft Certification exam list Find the Microsoft Certification exams you need to highlight your skills and further your career Browse the exam list to find NET Framework - Wikipedia NET Framework (pronounced dot net) is a software framework developed by Microsoft that runs primarily on Microsoft Windows It includes a large class library named Testimonials The F Software Foundation The use of F demonstrates a sweet spot for the language within enterprise software Simon Cousins; permalink; I have written an application to balance the national Amazon Machine Learning - Predictive Analytics with AWS Amazon Machine Learning is a service that makes it easy for developers of all skill levels to use machine learning technology Amazon Machine Learning provides
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