AI Learning Paradigms
I know what supervised learning is
In this lesson, you will learn what supervised learning is and how labeled data is essential for tr…
Estimated Duration: 15–30 min
I know what unsupervised learning is
In this lesson, you will learn what unsupervised learning is and how it differs from other types of…
Estimated Duration: 15–30 min
I know what reinforcement learning is
Reinforcement learning (RL) is a type of machine learning where an agent learns to make decisions b…
Estimated Duration: 30–45 min
I know the difference between classification and regression problems
In supervised machine learning, tasks are often divided into two main types: classification and reg…
Estimated Duration: 15–30 min
I understand the concept of reinforcement learning environments
Reinforcement learning (RL) involves an agent interacting with an environment to learn optimal beha…
Estimated Duration: 45–60 min
I understand the concept of reward functions in reinforcement learning
In reinforcement learning (RL), agents learn to make decisions by interacting with an environment. …
Estimated Duration: 45–60 min