Automated Machine Learning with Microsoft Azure
A practical, step-by-step guide to using Microsoft's AutoML technology on the Azure Machine Learning service for developers and data scientists working with the Python programming language
Offered by
Difficulty Level
Intermediate
Completion Time
11h20m
Language
English
About Book
Who Is This Book For?
Data scientists, aspiring data scientists, machine learning engineers, or anyone interested in applying artificial intelligence or machine learning in their business will find this machine learning book useful. You need to have beginner-level knowledge of artificial intelligence and a technical background in computer science, statistics, or information technology before getting started. Familiarity with Python will help you implement the more advanced features found in the chapters, but even data analysts and SQL experts will be able to train ML models after finishing this book.
Automated Machine Learning with Microsoft Azure
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 11h20m total length
Introducing AutoML
Getting Started with Azure Machine Learning Service
Training Your First AutoML Model
Building an AutoML Regression Solution
Building an AutoML Classification Solution
Building an AutoML Forecasting Solution
Using the Many Models Solution Accelerator
Choosing Real-Time versus Batch Scoring
Implementing a Batch Scoring Solution
Creating End-to-End AutoML Solutions
Implementing a Real-Time Scoring Solution
Realizing Business Value with AutoML
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