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
- Introduction
- ML Studio inside out
- Data Exploration and Visualization
- Getting Data in and out of ML Studio
- Data Preparation
- Regression Models
- Classification Models
- Clustering
- Recommender Model
- Extensibility with R
- Publishing and consuming a model as a Web Service
- Case Study I
- Case Study II
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