Explore machine learning with Amazon SageMaker

Discover how Amazon SageMaker simplifies the machine learning pipeline by exploring its role in ML workflows, supported data formats, notebooks, instances, and built-in capabilities for training, evaluating, and automatically tuning models.

Apply SageMaker across the machine learning pipeline

Examine how Amazon SageMaker supports scalable machine learning workflows by connecting data preparation, model development, evaluation, and optimisation for real-world AI applications.

You’ll access learning content and practical activities online through Amazon Web Services (AWS), alongside your FutureLearn course experience, giving you direct access to AWS learning as you progress.

Syllabus

Week 1
AWS Foundations: How Amazon SageMaker Can Help
- AWS Foundations: How Amazon SageMaker Can Help
  In this activity, you will learn where Amazon SageMaker fits into the ML pipeline and explore its data formats. Discover how to use SageMaker to train, evaluate, and automatically tune models.

When would you like to start?

Start straight away and join a global classroom of learners. If the course hasn’t started yet you’ll see the future date listed below.

Available now

Learning on this course

On every step of the course you can meet other learners, share your ideas and join in with active discussions in the comments.

What will you achieve?

By the end of the course, you‘ll be able to...

Describe where Amazon SageMaker fit into the machine learning pipeline
Describe Amazon SageMaker data formats
Use Amazon Sagemaker to train, evaluate, and automatically tune a model

Who is the course for?

This course is ideal for Developers, Solution Architects and Data Engineers

Who developed the course?

Amazon Web Services (AWS)

AWS is the world’s most comprehensive cloud, enabling organizations to accelerate innovation, reduce costs, and scale more efficiently.

What's included?

Amazon Web Services (AWS) are offering everyone who joins this course a free digital upgrade, so that you can experience the full benefits of studying online for free. This means that you get:

Unlimited access to this course

Includes any articles, videos, peer reviews and quizzes

A PDF Certificate of Achievement to prove your success when you’re eligible

Learning on FutureLearn

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Join a global classroom

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Share ideas with your peers and course educators on every step of the course
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Map your progress

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Whenever you’re ready, mark each step as complete, you’re in control
Complete 90% of course steps and all of the assessments to earn your certificate

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