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Video course · 8 chapters · 711 min · certificate

Harvard CS50’s Artificial Intelligence with Python – Full University Course

Harvard CS50's Introduction to AI with Python, taught by Brian Yu: search, knowledge and logic, uncertainty and probability, optimisation, machine learning, neural networks and language.

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What you'll learn

  • Implement search algorithms like BFS, DFS and A*
  • Represent knowledge with propositional logic
  • Reason under uncertainty with probability
  • Solve optimisation problems
  • Apply machine learning and neural networks
  • Process natural language

Chapters

8 chapters · 711:22
  1. 2:26 01Intro Members Introduction Harvard CS50 AI.
  2. 109:29 02Search Members Search Brian Yu.
  3. 107:44 03Logic Members Knowledge Propositional logic.
  4. 114:29 04Probability Members Uncertainty Reasoning with chance.
  5. 104:44 05Optimisation Members Optimisation Best solutions.
  6. 105:49 06ML Members Learning Learn from data.
  7. 101:19 07Neural nets Members Neural networks Deep learning.
  8. 65:22 08NLP Members Language Understanding text.

Jobs this course suits

Our AI checked this course against 500 jobs; these get the most out of it. Each job links to its learning path.

BioinformaticiansData ScientistsSoftware DevelopersSoftware Engineers