Introduction to AWS Machine Learning and Cloud AI

Topics Covered

• This module introduces machine learning concepts, artificial intelligence fundamentals, and the AWS Machine Learning ecosystem. Participants will explore AWS AI services, machine learning workflows, cloud-based ML architecture, and the role of machine learning engineers in enterprise environments. The module establishes a strong foundation for understanding how AWS services support scalable ML solutions.

Topics Covered

• Introduction to Artificial Intelligence and Machine Learning
• Types of Machine Learning
• AWS AI and Machine Learning Services Overview
• AWS Global Infrastructure for ML
• Machine Learning Lifecycle
• Cloud-Based ML Architecture
• AWS Shared Responsibility Model
• Introduction to Amazon SageMaker
• AWS ML Best Practices