Generative AI for Robotics Course - Python
Learn all you need to go from knowing nothing about the technology behind ChatGPT to using it in a robot for moving, perception, and human command understanding.
Course Summary
Generative AI is the next step after the Deep Learning revolution. It allows systems to create new behaviors, movements, information, and data based on their training.
This discipline in AI is here to stay and any engineer needs to master these skills as soon as possible because this train is picking up steam.
What you will learn
There are many skills needed to be able to apply Generative AI to a robot. In this course, we will start from the basics, working our way to the main objective of giving our robots enough intelligence to understand human commands by text, and voice, understand the world around it, and navigate.
Course Overview
Intro
Learn the fundamentals creating moving a robot with AI
Foundations
Learn the basic fundamentals of generative language models
Generative AI models basics
Learn how to train and finetune generative models like ChatGPT
Generative AI for Robot Actions
Learn how to apply generative ai language models to move a robot with human readable commands
Vision Language Models
Learn how to use Vision Language models for perception
Navigation with AI
Use Ai to train a Generative model to map from human instructions to waypoints in a navigation map
Teachers
Robots used
deepmind_bot robot
mo robot
