Harvard University offers free online courses in AI with Python

26 February 2021

Harvard University has started a free online course for IT professionals to learn Artificial Intelligence with Python. Joining this course, the candidates will understand the gimmicks of Artificial Intelligence using Machine Learning in Python. The course is named "CS50’s Introduction to Artificial Intelligence with Python" and is available on edX online learning platform.

Course Curriculum

The course explores the concepts and algorithms at the foundation of modern artificial intelligence. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence and machine learning as they incorporate them into their own Python programs.

The following are the broad pointers that the "CS50’s Introduction to Artificial Intelligence with Python" course will cover -

  • Graph Search Algorithms
  • Adversarial Search
  • Knowledge Representation
  • Logical Inference
  • Probability Theory
  • Bayesian Networks
  • Markov Models
  • Constraint Satisfaction
  • Machine Learning
  • Reinforcement Learning
  • Neural Networks
  • Natural Language Processing

Course instructors

This is an instructor-led course taught by David J. Malan and Brian Yu. David is Gordon McKay Professor of the Practice of Computer Science in the School of Engineering and Applied Sciences and a Member of the Faculty of Education in the Graduate School of Education at Harvard University. He received his A.B., S.M., and PhD in Computer Science from Harvard in 1999, 2004, and 2007, respectively.

On the other hand, Brian is a Senior Preceptor in Computer Science in the Division of Continuing Education at Harvard University. He received his A.B. in Computer Science and Linguistics from Harvard in 2019.

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