Machine Learning - eBook (EN)

Machine Learning Ramp-Up Guide

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1 Duration times are estimated. © February 2022, Amazon Web Services, Inc. or its affiliates. All rights reserved. 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 To provide suggestions on Ramp-Up Guides, please contact 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 »

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