Machine Learning for Robots - Learning Path
Building on your ROS basics skills and knowledge, learn how to apply machine learning to ROS-based robots.
![Machine Learning for Robots Learning Path](https://s3-eu-west-1.amazonaws.com/www.theconstructsim.com/ignite/learningpath/67627afb-cdcd-4fa9-9a4f-d7a547d38b7c.jpg)
Courses Included
- Course
Learn about machine learning concepts applicable to robotics; and understand the fundamental principles of artificial intelligence.
![Machine Learning for Robotics - Python course](https://s3-eu-west-1.amazonaws.com/www.theconstructsim.com/ignite/course/details/45827e83-942f-4a62-a622-de36ee4a2fc8.png)
- Course
Learn the main reinforcement learning techniques and algorithms.
![Reinforcement Learning for Robotics - Python course](https://s3-eu-west-1.amazonaws.com/www.theconstructsim.com/ignite/course/details/76b4a3fb-1f57-4ad1-8245-358c5e1a3ae3.png)
- Course
This course is about learning the basics of Deep Learning using the super cool Neural Networks!
![Deep Learning for Robotics - Python course](https://s3-eu-west-1.amazonaws.com/www.theconstructsim.com/ignite/course/details/7c29744a-f2ab-4284-9281-2bd17668adf0.png)
- Course
Use the power of OpenAI combined with ROS simulations the easiest way.
![Using OpenAI with ROS - Python course](https://s3-eu-west-1.amazonaws.com/www.theconstructsim.com/ignite/course/details/17615a98-2aa7-4fad-bf4e-f690b9537d97.png)
- Course
Learn how to train any robot to recognize an object and pinpoint its 3D location with only an RGB camera and a lot of training with Keras.
![Deep Learning with Domain Randomization - Python course](https://s3-eu-west-1.amazonaws.com/www.theconstructsim.com/ignite/course/details/b3a90b51-8757-4155-9062-95d554cb961e.png)