MOOC - Machine Learning Engineer

Machine Learning Algorithms

The third unit of this job role provides a comprehensive description of the different Machine Learning algorithms.

Reinforcement Learning Models:

This learning element provides a description of reinforcement learning models focusing on its definition and application domain as well as in its most commonly used algorithms. In addition, this element shows some common terminologies used in the field of reinforcement learning. Furthermore, this element provides insights about policy optimization methods, Q-learning methods and hybrid methods. Finally, the element explains the differences between model-based reinforcement learning and model-free reinforcement learning, as well as, the distinct approaches of model-based reinforcement learning, namely, learn the model and learn given the model.