intermediateFree
Artificial Intelligence
by Patrick Winston · MIT OpenCourseWare
4.7(2,400 reviews)
150K+ enrolled14 weeksUpdated 2023-06
What You'll Learn
Understand the fundamentals and key concepts of AI fundamentals
Apply AI fundamentals techniques to solve real-world problems
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 neural networks
Apply neural networks techniques to solve real-world problems
About This Course
Classic MIT AI course covering search, constraints, learning, neural nets, and representations for intelligent systems.
Curriculum
Module 1: AI fundamentals & Search algorithms6 lessons
- Introduction to AI fundamentals
- AI fundamentals in Practice
- Hands-on Exercise: AI fundamentals
- Introduction to search algorithms
- Search algorithms in Practice
- Hands-on Exercise: Search algorithms
Module 2: Neural networks & Machine learning6 lessons
- Introduction to neural networks
- Neural networks in Practice
- Hands-on Exercise: Neural networks
- Introduction to machine learning
- Machine learning in Practice
- Hands-on Exercise: Machine learning
Module 3: Knowledge representation3 lessons
- Introduction to knowledge representation
- Knowledge representation in Practice
- Hands-on Exercise: Knowledge representation
Instructor
Patrick Winston
Instructor at MIT OpenCourseWare
Pros & Cons
Pros
- Highly rated by students
- Completely free to access
- High-quality video lectures
- Taught by Patrick Winston
Cons
- No certificate provided
- Self-paced requires discipline
Free
Enroll Now