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AWS Ramp-Up Guide: Machine Learning
Data scientists and developers can learn how to integrate machine learning (ML) and artificial intelligence (AI) into applications. You'll also learn the tools
and techniques for data platform and data science to build ML applications. This guide can also help prepare you for the AWS Certified Machine Learning
– Specialty certification exam. If you're specifically interested in digital courses and labs to help you develop these skills, explore the Machine Learning
Learning Plan at explore.skillbuilder.aws. To provide suggestions on Ramp-Up Guides, please contact rampupguides@amazon.com.
Learn the fundamentals of AWS Cloud
Learning Resource Duration Type
AWS Ramp-Up Guide: Cloud Practitioner
Ramp-Up Guide
Step 1: Learn AWS Machine Learning (ML) fundamentals
Learning Resource Duration
Demystifying AI/ML/DL 45 minutes
Digital Training »
Machine Learning Essentials for Business and Technical Decision Makers 90 minutes
Digital Training »
Machine Learning for Business Challenges 1 hour
Digital Training »
ML Building Blocks: Services and Terminology 40 minutes
Digital Training »
Process Model: CRISP-DM on the AWS Stack 50 minutes
Digital Training »
Machine Learning Terminology and Process 1 hour
Digital Training
AWS Machine Learning 30 minutes
Webpage »
Exploring the Machine Learning Toolset 80 minutes
Digital Training »
The Elements of Data Science 8 hours
Digital Training »
Step 2.1: Learn Data Platform Engineering on AWS
Learning Resource Duration
Machine Learning Security 2 hours
Digital Training
Building Data Lakes on AWS 1 day
Classroom Training
Big Data on AWS 3 days
Classroom Training
Step 2.2: Learn Data Science on AWS
Learning Resource Duration
Math for Machine Learning 8 hours
Digital Training »
Developing Machine Learning Applications 2 hours
Digital Training »