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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:

1,005,276 already enrolled! After a course session ends, it will be archivedOpens in a new tab.
Starts Apr 12
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:Python (Programming Language), Proofreading, Handwriting Recognition, Search Algorithms, Reinforcement Learning, Machine Learning, Algorithms, Artificial Intelligence, Machine Translation, Intelligent Systems, Medical Diagnosis, Mathematical Optimization, Computer Science

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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