Machine Learning in Computational Biology Fall 2024

Machine Learning in Computational Biology Fall 2024

Manolis Kellis via YouTube Direct link

Lecture20 - Comparative Genomics - MLCB24

20 of 23

20 of 23

Lecture20 - Comparative Genomics - MLCB24

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Machine Learning in Computational Biology Fall 2024

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  1. 1 MLCB24 - Lecture01 - Introduction
  2. 2 Lecture02 - Expression Analysis Clustering Classification - MLCB24
  3. 3 Lecture 03 - Single Cell Analysis - MLCB24
  4. 4 Lecture04 - Sequence Alignment - MLCB24
  5. 5 Lecture05 - Epigenomics, HMMs - MLCB24
  6. 6 Lecture06 - Regulatory Circuitry - MLCB24
  7. 7 Lecture07 - Regulatory Circuitry and Networks - MLCB24
  8. 8 Lecture08 - Intro to protein structure - MLCB24
  9. 9 Lecture09 - Protein Folding Algorithms - MLCB24
  10. 10 Lecture10 - Protein Structure with Transformers
  11. 11 Lecture11 - Protein Language Models - MLCB24
  12. 12 Lecture12 - DNA language models and Convolution - MLCB24
  13. 13 Lecture13 - Drug Development Intro - MLCB24
  14. 14 Lecture14 - Chemistry GNNs - MLCB24
  15. 15 Lecture15 - Generating New Molecules - MLCB24
  16. 16 Lecture16 - Training Neural Networks - MLCB24
  17. 17 Lecture17 - Disease GWAS PRS Mechanism - MLCB24
  18. 18 Lecture18 - Disease Mechanism - MLCB24
  19. 19 Lecture19 - EHRs - MLCB24
  20. 20 Lecture20 - Comparative Genomics - MLCB24
  21. 21 Lecture21 - Evolution - MLCB24
  22. 22 Lecture22 - Metabolic Modeling - MLCB24
  23. 23 Lecture23 - Computational Metabolomics - MLCB24

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