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AI and machine learning

Artificial Intelligence (classical AI and soft computing)

The planned outline of 16 modules. Lessons are written, run and reviewed before they are published.

Coming soon 16 modules

Coming soon. This track is being written. Below is its planned outline: a lesson appears here once its examples have been run and its technical review is signed off.

Before this track

Planned outline

  1. Module 1

    Start here: what AI is and how this track works

    Coming soon
  2. Module 4

    Local search and optimisation

    Coming soon
  3. Module 5

    Genetic algorithms

    Coming soon
  4. Module 6

    Adversarial search and games

    Coming soon
  5. Module 7

    Constraint satisfaction problems

    Coming soon
  6. Module 8

    Propositional logic and SAT

    Coming soon
  7. Module 9

    First-order logic and inference

    Coming soon
  8. Module 10

    Knowledge representation and expert systems

    Coming soon
  9. Module 11

    Automated planning

    Coming soon
  10. Module 12

    Uncertainty and Bayesian networks

    Coming soon
  11. Module 13

    Reasoning over time

    Coming soon
  12. Module 14

    Decisions under uncertainty

    Coming soon
  13. Module 15

    Soft computing: fuzzy logic and classic neural models

    Coming soon
  14. Module 16

    Learning agents and classical AI today

    Coming soon

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Official documentation

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