AWS Certified Machine Learning – Specialty (MLS-C01) Roadmap

AWS Certified Machine Learning – Specialty (MLS-C01) Roadmap — a step-by-step learning path covering ML Foundations, ML on AWS, AI Services, Security and…

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ML Foundations

Gain understanding of ML concepts and AWS AI/ML services.

• Fundamentals of Machine Learning and Artificial Intelligence
• Math for Machine Learning
• The Elements of Data Science

ML on AWS

Learn to implement ML solutions using AWS services.

• AWS Foundations: Machine Learning Basics
• AWS Foundations: How Amazon SageMaker Can Help
• Introduction to Amazon SageMaker
• Amazon SageMaker AI Getting Started
• Developing Machine Learning Solutions

AI Services

Get familiar with AWS AI-driven services for NLP, speech, and vision.

• Introduction to Amazon Comprehend
• Amazon Lex Getting Started
• Amazon Polly Getting Started
• Amazon Transcribe Getting Started

Security and Governance for ML

Secure and govern ML environments.

• Security, Compliance, and Governance for AI Solutions
• Responsible Artificial Intelligence Practices

Hands-on Labs

Implement ML workflows and deploy models.

• PlayCloud Sandbox (AWS)

Certification Exam Preparation

Prepare for the MLS-C01 certification exam.

• Exam Readiness: AWS Certified Machine Learning – Specialty
• AWS Certified Machine Learning Specialty Practice Exams