Artificial Intelligence (AI)
Columbia University's rigorous introduction to core artificial intelligence techniques.
Columbia University•By Ansaf Salleb-Aouissi
4.6
(6,400 reviews)•190,000 students enrolledAbout this course
Learn the fundamentals of artificial intelligence and apply them to real problems. This ColumbiaX course covers intelligent agents, search, adversarial games, constraint satisfaction, machine learning, logic, and robotics.
Skills you'll gain
Artificial IntelligenceSearch AlgorithmsMachine LearningConstraint SatisfactionLogicPython
Syllabus
1
Introduction to AI and Intelligent Agents2
Search Algorithms3
Adversarial Search and Games4
Constraint Satisfaction Problems5
Machine Learning6
Neural Networks7
Logic and Reasoning8
Robotics and ApplicationsFree
Certificate: $249
Duration12 weeks
Effort8-10 hours/week
Leveladvanced
LanguageEnglish
SubtitlesEnglish, Spanish
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