Machine Learning Learning Plan

Overview

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This Learning Plan is designed to help Data Scientists and Developers integrate machine learning (ML) and artificial intelligence (AI) into tools and applications. The digital training included in this Learning Plan will expose you to the broadest and deepest set of machine learning services and supporting cloud infrastructure. This Learning Plan can also help prepare you for the AWS Certified Machine Learning - Specialty certification exam.

If you are interested in additional resources you can explore the Ramp-Up Guide: Machine Learning.

Syllabus

Demystifying AI/ML/DL
Machine Learning Essentials for Business and Technical Decision Makers
Machine Learning for Business Challenges
Process Model: CRISP-DM on the AWS Stack
Machine Learning Terminology and Process
Exploring the Machine Learning Toolset
The Elements of Data Science
Machine Learning Security
Math for Machine Learning
Developing Machine Learning Applications
Amazon SageMaker: Build an Object Detection Model Using Images Labeled with Ground Truth
Data Science Capstone: Real World ML Decisions
Exam Readiness: AWS Certified Machine Learning - Specialty