HMM Tutorial (Summer 2024)

These are the materials for my Summer 2024 tutorial on Dynamic Programming (DP) and Hidden Markov Models (HMMs). Hopefully they are helpful!

Things you should know about this course

• Lots of diverse material and new concepts will be covered in this course

  • Learning DP and HMMs is NOT a spectator sport! You need to practice the skills you learn over and over again!

• Many of my materials are adapted from the following resource (thanks to the authors for these):

  • http://www.mcb111.org/w06/durbin_book.pdf

• Communication: if you have questions or concerns, please email me: [email protected]

• GitHub materials for the course:

  • All materials for this tutorial will be posted on the course GitHub page: https://github.com/wevanjohnson/2024_07_hmm_tutorial
  • You obviously have this since you are here!