intermediateCertificate$199
Artificial Intelligence
by Pieter Abbeel · edX
4.6(2,100 reviews)
60K+ enrolled12 weeksUpdated 2024-06
What You'll Learn
Understand the fundamentals and key concepts of search algorithms
Apply search algorithms techniques to solve real-world problems
Understand the fundamentals and key concepts of reinforcement learning
Apply reinforcement learning techniques to solve real-world problems
Understand the fundamentals and key concepts of machine learning
Apply machine learning techniques to solve real-world problems
About This Course
Berkeley's upper-division AI course covering search, constraint satisfaction, game playing, MDPs, and reinforcement learning.
Curriculum
Module 1: Search algorithms & Reinforcement learning6 lessons
- Introduction to search algorithms
- Search algorithms in Practice
- Hands-on Exercise: Search algorithms
- Introduction to reinforcement learning
- Reinforcement learning in Practice
- Hands-on Exercise: Reinforcement learning
Module 2: Machine learning & Game playing6 lessons
- Introduction to machine learning
- Machine learning in Practice
- Hands-on Exercise: Machine learning
- Introduction to game playing
- Game playing in Practice
- Hands-on Exercise: Game playing
Module 3: Constraint satisfaction3 lessons
- Introduction to constraint satisfaction
- Constraint satisfaction in Practice
- Hands-on Exercise: Constraint satisfaction
Instructor
Pieter Abbeel
Instructor at edX
Pros & Cons
Pros
- Offers a certificate of completion
- High-quality video lectures
- Taught by Pieter Abbeel
- Well-structured curriculum
Cons
- Requires paid subscription
- Self-paced requires discipline
$199
Enroll Now