Learn how to implement automated inspection systems using computer vision techniques, focusing on image processing and analysis for quality control.

This learning path is a brief introduction to a new AI paradigm called Machine Teaching for Autonomous AI. Machine Teaching uses the knowledge of subject matter experts to teach AI. It integrates known control methods for stable control, Machine Learning for advance perception, and Deep Reinforcement Learning for learning strategies and human-like decision making. It's AI integrated in industrial processes without disruption and providing real business value. It's validated in simulation, explainable that your experts can validate. Machine Teaching for Autonomous AI stores expert operators' skill set, enhancing and homogenizing expert operators' best performance, and/or efficiently training novices on the job when deployed as a Decision Support tool. It helps your company achieve new levels of optimization for competitiveness, profitability, and sustainability. It provides a robust innovation path for all areas of industrial processes and business with real ROI. At the end of this learning path, you'll be able to:

Engage in a hands-on experience to learn reinforcement learning through autonomous racing simulations with AWS DeepRacer.

In this course, you get an overview of the concepts, terminology, and processes of the exciting field of machine learning!

Gain foundational knowledge of machine learning concepts and AWS services for building ML applications.

Join Joe Pringle, AWS for an inside perspective on how to understand machine learning and how to put it to work in your role.

Master AWS Sagemaker by Building Real World Projects

This course is intended for software developers and engineers taking their first steps with the AWS services that do much of heavy lifting of Machine Learning for you.

This course is intended for software developers and engineers taking their first steps with the AWS services that do much of heavy lifting of Machine Learning for you.

This course is intended for software developers and engineers taking their first steps with the AWS services that do much of heavy lifting of Machine Learning for you.

This course is intended for software developers and engineers taking their first steps with the AWS services that do much of heavy lifting of Machine Learning for you.

Learn the basics of tensor manipulation in PyTorch, focusing on fundamental concepts for building machine learning applications.