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Microsoft Azure Machine Learning Cover

Microsoft Azure Machine Learning

Explore predictive analytics using step-by-step tutorials and build models to make prediction in a jiffy with a few mouse clicks

Paid access
|Jun 2015
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Key Features

    Book Description

    The book is intended for those who want to learn how to use Azure Machine Learning. Perhaps you already know a bit about Machine Learning, but have never used ML Studio in Azure; or perhaps you are an absolute newbie. In either case, this book will get you up-and-running quickly.

    What you will learn

    • Learn to use Azure Machine Learning Studio to visualize and preprocess data
    • Build models and make predictions using data classification, regression, and clustering algorithms
    • Build a basic recommender system
    • Deploy your predictive solution as a Web service API
    • Integrate R and Python code in your model built with ML Studio
    • Explore with more than one case study

    Who this book is for

    The book is intended for those who want to learn how to use Azure Machine Learning. Perhaps you already know a bit about Machine Learning, but have never used ML Studio in Azure; or perhaps you are an absolute newbie. In either case, this book will get you up-and-running quickly.

    Table of Contents

    1. Introduction
    2. ML Studio inside out
    3. Data Exploration and Visualization
    4. Getting Data in and out of ML Studio
    5. Data Preparation
    6. Regression Models
    7. Classification Models
    8. Clustering
    9. Recommender Model
    10. Extensibility with R
    11. Publishing and consuming a model as a Web Service
    12. Case Study I
    13. Case Study II
    PDF ISBN: 978-1-78439-851-4
    Publisher: Packt Publishing Limited
    Copyright owner: © 2015 Packt Publishing Limited
    Publication date: 2015
    Language: English
    Pages: 212