Sequence Alignment - Hidden Markov Models, Category Theory and All That Jazz by Soumyashant Nayak

Sequence Alignment - Hidden Markov Models, Category Theory and All That Jazz by Soumyashant Nayak

International Centre for Theoretical Sciences via YouTube Direct link

Date: Tue, 20 August 2019, 15:00 to

1 of 24

1 of 24

Date: Tue, 20 August 2019, 15:00 to

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Sequence Alignment - Hidden Markov Models, Category Theory and All That Jazz by Soumyashant Nayak

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  1. 1 Date: Tue, 20 August 2019, 15:00 to
  2. 2 Sequence Aligment: Hidden Markov Models, Category Theory and all that jazz
  3. 3 An Overview of Sequence Alignment
  4. 4 Central Dogma
  5. 5 Sequences of Interest
  6. 6 exon Exon
  7. 7 Mutations Sequence Alterations
  8. 8 What is Sequence Alignment?
  9. 9 Why care about sequence alignment?
  10. 10 Pairwise Sequence Alignment
  11. 11 Global Alignment vs. Local Alignment
  12. 12 Needleman-Wunsch Algorithm 1970
  13. 13 Smith-Waterman algorithm 1981
  14. 14 Pseudo-alignment for quantification
  15. 15 Remarks on accuracy of kallisto
  16. 16 Idealized coverage & Realistic coverage
  17. 17 Blast
  18. 18 Hidden Markov Models
  19. 19 Multiple Sequence Alignment
  20. 20 The Main Problem
  21. 21 Next Steps
  22. 22 Acknowledgments
  23. 23 Thank You!
  24. 24 Q&A

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