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[Download Ebook.2wDP] Mastering .NET Machine Learning

[Download Ebook.2wDP] Mastering .NET Machine Learning

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About This BookBased on .NET framework 4.6.1, includes examples on ASP.NET Core 1.0Set up your business application to start using machine learning techniquesFamiliarize the user with some of the more common .NET libraries for machine learningImplement several common machine learning techniquesEvaluate, optimize and adjust machine learning modelsWho This Book Is ForThis 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 LearnWrite your own machine learning applications and experiments using the latest .NET Framework, including .NET Core 1.0Set up your business application to start using machine learningAccurately predict the future of your data using simple, multiple, and logistic regressionsDiscover hidden patterns using decision treesAcquire, prepare, and combine datasets to drive insightsOptimize business throughput using Bayes ClassifierDiscover (more) hidden patterns using k-NN and Naive BayesDiscover (even more) hidden patterns using k-means and PCAUse Neural Networks to improve business decision making while using the latest ASP.NET technologiesIn 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. DevX: Your Information Source for Enterprise Application DevX is the leading provider of technical information tools and services for IT professionals developing corporate applications Microsoft Certification Exam List Microsoft Learning Find the Microsoft Certification exams you need to highlight your skills and further your career Explore our newest exam list 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 Packt Publishing Technology Books eBooks & Videos Packt Publishing is the leading UK provider of Technology eBooks Coding eBooks Videos and Blogs; helping IT professionals to put software to work IT training courses Microsoft Browse IT training courses Thank you for your interest in learning more about Microsoft training products This page provides an index of our available courses YAT Learning Centers Course Name : Learning Field : Type : Learning F The F Software Foundation - F Sharp To learn F use one of the free online resources or books below F for C Java or Python developers Introduces you to F and show you ways that F can help in day NTUC LearningHub - Leading Training Provider Learning Centre Microsoft Microsoft Office 365 Managing Office 365 Identities and Services; Microsoft Azure 20532: Developing Microsoft Azure Solutions; 20533: Implementing Mastering Machine Learning With scikit-learn - pdf - Free Mastering Machine Learning With scikit-learn Apply effective learning algorithms to real-world problems using scikit-learn Windows Communication Foundation - Wikipedia The Windows Communication Foundation (or WCF) previously known as "Indigo" is a runtime and a set of APIs in the NET Framework for building connected service
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