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    Mastering . NET Machine Learning. by Dixon, Jamie, ProQuest Ebook Subscriptions

    Published: Packt Publishing, Limited 2016
    Table of Contents: “…-- Getting ready for machine learning -- Setting up Visual Studio -- Learning F♯ -- Third-party libraries -- Math.NET -- Accord.NET -- Numl -- Summary -- Chapter 2: AdventureWorks Regression -- Simple linear regression -- Setting up the environment -- Preparing the test data -- Standard deviation -- Pearson's Correlation -- Linear regression -- Math.NET -- Regression try 1 -- Regression try 2 -- Accord.NET -- Regression -- Regression evaluation using RSME -- Regression and the real world -- Regression against actual data -- AdventureWorks app -- Setting up the environment -- Updating the existing web project -- Implementing the regression -- Summary -- Chapter 3: More AdventureWorks Regression -- Introduction to multiple linear regression -- Intro example -- Keep adding x variables? …”
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