What Will You Learn?
• This course will introduce you to the basics of AI.• Topics include machine learning, probabilistic reasoning, robotics, computer vision, and natural language processing.
About This Course
Provider: udacity.com
Format: Online
Target Audience: Intermediate
Learning Objectives: This course will learn you all introduction of Artificial intelligence
Course Prerequisites:NA
Assessment and Certification:NA
Instructor: Peter Norvig
Key Topics:AI,HMMs ,Filters,MDP,Games
Topic Coverd:
Welcome to AI
- Problem Solving
- Problem Set 1
- Probability in AI
- Probabilistic Inference
- Problem Set 2
- Machine Learning
- Unsupervised Learning
- Problem Set 3
- Representation with Logic
- Planning
- Problem Set 4
- Planning under Uncertainty
- Reinforcement Learning
- Problem Set 5
- HMMs and Filters
- MDP Review
- Midterm Exam
- Games
- Game Theory
- Problem Set 6
- Advanced Planning
- Computer Vision I
- Computer Vision II
- Computer Vision III
- Problem Set 7
- Robotics I
- Robotics II
- Problem Set 8
- Natural Language Processing
- Natural Language Processing I
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