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 by

Difficulty Level

Intermediate

Completion Time

10h12m approx.

Language

English

Certification

Not available

About Course

Book Content

chapters • 10h12m total length

1. Introduction to Machine Learning and Predictive Analytics

2. Machine Learning Definitions and Concepts

3. Overview of an Amazon Machine Learning Workflow

4. Loading and Preparing the Dataset

5. Model Creation

6. Predictions and Performances

7. Command Line and SDK

8. Creating Datasources from Redshift

9. Building a Streaming Data Analysis Pipeline

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