Critical Thinking, Innovation, Research and Development, Commercialization
CS50's Introduction to Artificial Intelligence with Python
Learn to use machine learning in Python in this introductory course on artificial intelligence.
About this course
AI is transforming how we live, work, and play. By enabling new technologies like self-driving cars and recommendation systems or improving old ones like medical diagnostics and search engines, the demand for expertise in AI and machine learning is growing rapidly.
Estimated 7 weeks
10-30 hours per week
Self-paced
Progress at your own speed
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CS50’s Introduction to Artificial Intelligence with Python explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. 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. By course’s end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own.
Enroll now to gain expertise in one of the fastest-growing domains of computer science from the creators of one of the most popular computer science courses ever, CS50. You’ll learn the theoretical frameworks that enable these new technologies while gaining practical experience in how to apply these powerful techniques in your work.
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What you’ll learn
- graph search algorithms
- adversarial search
- knowledge
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- representation
- logical inference
- probability theory
- Bayesian networks
- Markov models
- constraint satisfaction
- machine learning
- reinforcement learning
- neural networks
- natural language processing
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- Institution: HarvardX
- Subject: Computer Science
- Level: Introductory
- Prerequisites: CS50 or prior programming experience in python.
- Langauge: English
- Video Transcript: English
- Associated programs: Professional Certificate in computer science for Artificial intelligence
About the instructors
David J. Malan
Gordon McKay Professor of the Practice of Computer Science at Harvard University
About the instructors
Brian Yu
Senior Preceptor in Computer Science at Harvard University
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