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HarvardX: CS50's Introduction to Artificial Intelligence with Python

Learn to use machine learning in Python in this introductory course on artificial intelligence.

CS50's Introduction to Artificial Intelligence with Python
7 weeks
10–30 hours per week
Self-paced
Progress at your own speed
Free
Optional upgrade available

There is one session available:

935,462 already enrolled! After a course session ends, it will be archivedOpens in a new tab.
Starts Feb 27
Ends Dec 31

About this course

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This course 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, machine learning, large language models, and other topics in artificial intelligence 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.

At a glance

  • Language: English
  • Video Transcripts: اَلْعَرَبِيَّةُ, Deutsch, English, Español, Français, हिन्दी, Bahasa Indonesia, Português, Kiswahili, తెలుగు, Türkçe, 中文
  • Associated skills:Reinforcement Learning, Computer Science, Search Algorithms, Algorithms, Intelligent Systems, Mathematical Optimization, Python (Programming Language), Machine Translation, Artificial Intelligence, Handwriting Recognition, Medical Diagnosis, Proofreading, Machine Learning

What you'll learn

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  • 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 course is part of Computer Science for Artificial Intelligence Professional Certificate Program

Learn more 
Expert instruction
2 skill-building courses
Self-paced
Progress at your own speed
5 months
7 - 22 hours per week

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