【Stanford】Artificial Intelligence: Principles and Techniques

Artificial Intelligence: Principles and Techniques

 

Course Information:

 

What do web search, speech recognition, face recognition, machine translation, autonomous driving, and automatic scheduling have in common? These are all complex real-world problems, and the goal of artificial intelligence (AI) is to tackle these with rigorous mathematical tools. In this course, you will learn the foundational principles that drive these applications and practice implementing some of these systems. Specific topics include machine learning, search, game playing, Markov decision processes, constraint satisfaction, graphical models, and logic. The main goal of the course is to equip you with the tools to tackle new AI problems you might encounter in life.

 

Course source:

 

Stanford University

 

Course address:

 

https://web.stanford.edu/class/cs221/

https://see.stanford.edu/course/cs229

2019年3月13日 00:04
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