Discover the terminology and process behind machine learning

Explore the core terminology and machine learning process by examining each stage of the machine learning lifecycle, common techniques, workflows, and data processing steps that support effective model development.

Apply machine learning concepts with confidence

Discover how key machine learning terminology, project stages, and common techniques support effective project planning, data preparation, and model development throughout the machine learning lifecycle.

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
Machine Learning Terminology and Process
- Machine Learning Terminology and Process
  In this activity, you will review core machine learning terminology and walk through each phase of the ML process, while examining key tools like Amazon Redshift and Amazon S3 for data collection and integration.

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...

Discuss the machine learning process
Highlight the basic ML terms used in a ML project
Describe each ML step in detail
Describe common techniques used in each step of a ML process

Who is the course for?

This course is ideal for Developers who want to understand the components in a ML process

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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Share ideas with your peers and course educators on every step of the course
Join the conversation by reading, @ing, liking, bookmarking, and replying to comments from others

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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