Duration: 2-3 hours
Training type: classroom or online
Rather than lecturing, with Panda Training Jerome sees his role as a coach, helping you in your path to AI. The courses he offers are designed to give both background information and hands-on experience. During a 2-3 hours session you will get insights about a specific topic, and after that you will work on a 20 hour project. While doing the project, you will have a dedicated Slack channel to discuss ideas and get support. At the end your implementation will be reviewed and you will get feedback.
- Introduction to machine learning
- Imitation learning, behavioral cloning
- Model based vs Model free RL
- Deep Q learning techniques
Homework: Implement Behavioral cloning from a dataset collected in a simulator.