Book

Effective Amazon Machine Learning

Amazon has strongly evolved as a strong leader in the arenas of enterprise AI and machine learning. Through this book you'll learn how Amazon Machine learning services makes it easy for developers to implement machine learning models without the need of creating lengthy lines of code for ML algorithms. You will learn to leverage Amazon's Web Service ecosystem for extended access to data sources; implement real- time predictions; and run Amazon Machine Learning projects via the command line and the python SDK.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

10h12m

Language

English

About Book

Who Is This Book For?

This book is intended for data scientists and managers of predictive analytics projects; it will teach beginner- to advanced-level machine learning practitioners how to leverage Amazon Machine Learning and complement their existing Data Science toolbox. No substantive prior knowledge of Machine Learning, Data Science, statistics, or coding is required.

Book content

chapters 10h12m total length

Introduction to Machine Learning and Predictive Analytics

Machine Learning Definitions and Concepts

Overview of an Amazon Machine Learning Workflow

Loading and Preparing the Dataset

Model Creation

Predictions and Performances

Command Line and SDK

Creating Datasources from Redshift

Building a Streaming Data Analysis Pipeline

Related Resources

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