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.
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
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.
Other important details
Duration: This is a self-paced course that needs 10-30 hours of effort per week for 7 weeks.
Price: The course is free to enroll, but you need to pay ₹14,423 for Harvard University verified certificate.
Language: The course is taught in the English language and the video transcript is also available for each video tutorial.
How to register
To enroll in this free online course in Artificial Intelligence with Python, please visit the edX website.