# BioInformatics: Algorithms and Applications - Institution: IIT Madras - Department: Biotechnology - Teacher: Prof. Michael Gromiha - Level: Undergraduate - Language: English - Subjects: Biology - Source: [NPTEL](https://nptel.ac.in/courses/102106065) - Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.) - Syllabus: [at the source](https://nptel.ac.in/courses/102106065) - Who can watch: Teens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words) ## Lectures 1. [Concepts and importance of Bioinformatics](https://invisiblenetwork.ai/learn/nptel/102106065/48c0cfe26431) (Video) 2. [Complexities in biological systems](https://invisiblenetwork.ai/learn/nptel/102106065/4907f09c72d6) (Video) 3. [DNA sequence analysis](https://invisiblenetwork.ai/learn/nptel/102106065/d27446d4aa14) (Video) 4. [Sequence based parameters](https://invisiblenetwork.ai/learn/nptel/102106065/f2074ee05661) (Video) 5. [Database](https://invisiblenetwork.ai/learn/nptel/102106065/72d73c609fdd) (Video) 6. [Database categories](https://invisiblenetwork.ai/learn/nptel/102106065/9b4b7c5625a2) (Video) 7. [Protein structure and function](https://invisiblenetwork.ai/learn/nptel/102106065/d0d5d88c48d8) (Video) 8. [Protein structure and function II](https://invisiblenetwork.ai/learn/nptel/102106065/58a3b9512042) (Video) 9. [Protein sequence databases](https://invisiblenetwork.ai/learn/nptel/102106065/895fa1e64128) (Video) 10. [Protein sequence databases II](https://invisiblenetwork.ai/learn/nptel/102106065/99e8d017195d) (Video) 11. [Pairwise alignment](https://invisiblenetwork.ai/learn/nptel/102106065/81634fbb107c) (Video) 12. [Pairwise alignment II](https://invisiblenetwork.ai/learn/nptel/102106065/25b87f4ee7a6) (Video) 13. [Uniprot Demo](https://invisiblenetwork.ai/learn/nptel/102106065/e14adf347e0e) (Video) 14. [Sequence alignment](https://invisiblenetwork.ai/learn/nptel/102106065/e4c1c24532d2) (Video) 15. [Sequence alignment II](https://invisiblenetwork.ai/learn/nptel/102106065/a9917e34cccd) (Video) 16. [Sequence alignment: Online resources](https://invisiblenetwork.ai/learn/nptel/102106065/ad13fe09968a) (Video) 17. [Sequence alignment: Online resources II](https://invisiblenetwork.ai/learn/nptel/102106065/b55ec729d752) (Video) 18. [Conservation score](https://invisiblenetwork.ai/learn/nptel/102106065/ac30141b5b17) (Video) 19. [Conservation score II](https://invisiblenetwork.ai/learn/nptel/102106065/9f2301e8f4c6) (Video) 20. [Blast Demo](https://invisiblenetwork.ai/learn/nptel/102106065/cbb0f44a64c3) (Video) 21. [Phylogenetic trees](https://invisiblenetwork.ai/learn/nptel/102106065/d1d47f40ef38) (Video) 22. [Phylogenetic trees II](https://invisiblenetwork.ai/learn/nptel/102106065/d4bd9b1bfcc6) (Video) 23. [Protein sequence analysis](https://invisiblenetwork.ai/learn/nptel/102106065/175c482312c8) (Video) 24. [Protein sequence analysis II](https://invisiblenetwork.ai/learn/nptel/102106065/3acac3c23820) (Video) 25. [Hydrophobicity profiles](https://invisiblenetwork.ai/learn/nptel/102106065/7a3a88a127d7) (Video) 26. [Patterns and PSSM profiles](https://invisiblenetwork.ai/learn/nptel/102106065/f8928b7a0fa7) (Video) 27. [Construction of Non-redundant datasets I](https://invisiblenetwork.ai/learn/nptel/102106065/37615a4119f6) (Video) 28. [Non-redundant datasets II](https://invisiblenetwork.ai/learn/nptel/102106065/9aa967b2c39e) (Video) 29. [Protein secondary structure](https://invisiblenetwork.ai/learn/nptel/102106065/889f69c7ad1a) (Video) 30. [Secondary structure prediction I](https://invisiblenetwork.ai/learn/nptel/102106065/64d37e504806) (Video) 31. [Secondary structure prediction II](https://invisiblenetwork.ai/learn/nptel/102106065/294ebd26ab3b) (Video) 32. [Secondary structure prediction III](https://invisiblenetwork.ai/learn/nptel/102106065/462c8875ea7d) (Video) 33. [Protein tertiary structure I](https://invisiblenetwork.ai/learn/nptel/102106065/ffdd634fe1ed) (Video) 34. [Protein tertiary structure II](https://invisiblenetwork.ai/learn/nptel/102106065/537c42280f25) (Video) 35. [Protein structure analysis - I](https://invisiblenetwork.ai/learn/nptel/102106065/b52a962a2b2b) (Video) 36. [Protein structure analysis II](https://invisiblenetwork.ai/learn/nptel/102106065/4ed373f4a89b) (Video) 37. [Protein structure analysis III](https://invisiblenetwork.ai/learn/nptel/102106065/2c9353c2fd77) (Video) 38. [Demo: PDB or Pymol or PDBParam](https://invisiblenetwork.ai/learn/nptel/102106065/a96221c9a093) (Video) 39. [Protein structure analysis - IV](https://invisiblenetwork.ai/learn/nptel/102106065/0189deff591e) (Video) 40. [Protein structure prediction - I](https://invisiblenetwork.ai/learn/nptel/102106065/d139daf9ac83) (Video) 41. [Protein structure prediction - II](https://invisiblenetwork.ai/learn/nptel/102106065/57751dc05bc2) (Video) 42. [Protein stability - I](https://invisiblenetwork.ai/learn/nptel/102106065/e142110ff08f) (Video) 43. [Protein stability - II](https://invisiblenetwork.ai/learn/nptel/102106065/f023c6148309) (Video) 44. [Demo: Homology Modelling](https://invisiblenetwork.ai/learn/nptel/102106065/c96f5ed52eda) (Video) 45. [Stabilizing residues](https://invisiblenetwork.ai/learn/nptel/102106065/76481abfe7dd) (Video) 46. [Thermodynamic database](https://invisiblenetwork.ai/learn/nptel/102106065/dadb923751bc) (Video) 47. [Stability of proteins upon mutations](https://invisiblenetwork.ai/learn/nptel/102106065/cfa40fbf1c35) (Video) 48. [Stability of proteins upon mutations II](https://invisiblenetwork.ai/learn/nptel/102106065/c7e146364e32) (Video) 49. [Demo: ProTherm](https://invisiblenetwork.ai/learn/nptel/102106065/7f6177929d4f) (Video) 50. [Protein folding rate I](https://invisiblenetwork.ai/learn/nptel/102106065/4c79586ffbae) (Video) 51. [Protein folding rate II](https://invisiblenetwork.ai/learn/nptel/102106065/c4431a9a2c9d) (Video) 52. [Protein interactions I](https://invisiblenetwork.ai/learn/nptel/102106065/4f1528510aa4) (Video) 53. [Protein interactions II](https://invisiblenetwork.ai/learn/nptel/102106065/7809a7cb32fb) (Video) 54. [Computer aided drug design I](https://invisiblenetwork.ai/learn/nptel/102106065/136e3d991566) (Video) 55. [Computer aided drug design - II](https://invisiblenetwork.ai/learn/nptel/102106065/460a17c15ed7) (Video) 56. [Virtual screening - I](https://invisiblenetwork.ai/learn/nptel/102106065/f503b7614218) (Video) 57. [Virtual screening - II](https://invisiblenetwork.ai/learn/nptel/102106065/513bb1190618) (Video) 58. [QSAR - I](https://invisiblenetwork.ai/learn/nptel/102106065/e7df6d060411) (Video) 59. [QSAR - II](https://invisiblenetwork.ai/learn/nptel/102106065/ffcec620b2df) (Video) 60. [Demo: Autodock](https://invisiblenetwork.ai/learn/nptel/102106065/a5fad3d2530c) (Video) 61. [awk programming - I](https://invisiblenetwork.ai/learn/nptel/102106065/be3b76a581fd) (Video) 62. [awk programming - II](https://invisiblenetwork.ai/learn/nptel/102106065/56cc5c74bf8f) (Video) 63. [Development of algorithms - I](https://invisiblenetwork.ai/learn/nptel/102106065/af087c589ac2) (Video) 64. [Development of algorithms - II](https://invisiblenetwork.ai/learn/nptel/102106065/65eb9a355120) (Video) 65. [Applications of bioinformatics - I](https://invisiblenetwork.ai/learn/nptel/102106065/91250479e798) (Video) 66. [Applications of bioinformatics - II](https://invisiblenetwork.ai/learn/nptel/102106065/daed99b9a99b) (Video) 67. [Overview - I](https://invisiblenetwork.ai/learn/nptel/102106065/f095aea32f05) (Video) 68. [Overview - II](https://invisiblenetwork.ai/learn/nptel/102106065/e95a3ceb0163) (Video) 69. [Demo: Weka](https://invisiblenetwork.ai/learn/nptel/102106065/7a6e81da8cea) (Video)