AWS Machine Learning Foundations
Learn what machine learning is and the steps involved in building and evaluating models. Gain in demand skills needed at businesses working to solve challenges with AI. Learn the fundamentals of advanced machine learning areas such as computer vision, reinforcement learning, and generative AI. Get hands-on with machine learning using AWS AI Devices (i.e. AWS DeepLens, AWS DeepRacer, and AWS DeepComposer). Learn how to prepare, build, train, and deploy high-quality machine learning (ML) models quickly with Amazon SageMaker and learn object-oriented programming best practices.
Overview
Learn what machine learning is and the steps involved in building and evaluating models. Gain in demand skills needed at businesses working to solve challenges with AI. Learn the fundamentals of advanced machine learning areas such as computer vision, reinforcement learning, and generative AI. Get hands-on with machine learning using AWS AI Devices (i.e. AWS DeepLens, AWS DeepRacer, and AWS DeepComposer). Learn how to prepare, build, train, and deploy high-quality machine learning (ML) models quickly with Amazon SageMaker and learn object-oriented programming best practices.
Syllabus
- Welcome to the AWS Machine Learning Foundations Course
- Introduction to Machine Learning
- Machine Learning with AWS
- Software Engineering Practices, Part 1
- Software Engineering Practices, Part 2
- Introduction to Object-Oriented Programming
- Congratulations!
- Next Steps
Instructors
- • Maryam Rezapoor
- • Eva Pagneux
- • Phu Nguyen
- • Juno Lee
- • Andrew Paster
Prerequisites
- 0 prerequisites
- Written and spoken English