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Course10310112740 lectures

Introduction to evolutionary dynamics

Prof. Supreet Saini · IIT Bombay

Start with lecture 1 At NPTEL

Lectures

Week 1

  1. Lecture 1: History of the theory of Natural Selection - 1 Video
  2. Lecture 2: History of the theory of Natural Selection - 2 Video
  3. Lecture 3 : Exponential growth models Video
  4. Lecture 4 : Logistic Growth Models - 1 Video
  5. Lecture 5 : Logistic Growth Models - 2 Video

Week 2

  1. Lecture 6 : Modelling selection - 1 Video
  2. Lecture 7 : Modelling Selection - 2 : Two species Video
  3. Lecture 8 : Modelling Selection - 3 : Two and more species Video
  4. Lecture 9 : Modelling Mutations - 1 Video
  5. Lecture 10 : Modelling Mutations - 2 Video

Week 3

  1. Lecture 11 : Modelling Mutations - 3 Video
  2. Lecture 12 : Genetic Code and Sequence Spaces Video
  3. Lecture 13 : Sequence Spaces as Networks Video
  4. Lecture 14 : Sequence Space to Fitness Landscape Video
  5. Lecture 15 : Properties of Fitness Landscapes and Quasi-species Video

Week 4

  1. Lecture 16 : Integrating Reproduction, Selection and Mutation Video
  2. Lecture 17 : Obtaining Fitness Landscapes Experimentally Video
  3. Lecture 18 : NK Model of Fitness Landscape Video
  4. Lecture 19 : Modelling Evolution on Fitness Landscapes - 1 Video
  5. Lecture 20 : Modelling Evolution on Fitness Landscapes - 2 Video

Week 5

  1. Lecture 21 : Modelling Evolution on Fitness Landscapes - 3 Video
  2. Lecture 22 : Role of Randomness in Evolution Video
  3. Lecture 23 : Genetic Drift in Evolution of Microbial Populations Video
  4. Lecture 24 : Dynamics of a Moran Process without Selection Video
  5. Lecture 25 : Dynamics of a Moran Process without Selection Video

Week 6

  1. Lecture 26 : Evolution, Selection, and Genetic Drift Video
  2. Lecture 27 : Representing Microbial Evolution Video
  3. Lecture 28 : Estimating Timescales of Evolution Video
  4. Lecture 29 : Estimating the Speed of Microbial Evolution Video
  5. Lecture 30 : Evolutionary Dynamics when Mutations are Rare Video

Week 7

  1. Lecture 31 : Evolutionary Dynamics when Mutations are Rapid - 1 Video
  2. Lecture 32 : Evolutionary Dynamics when Mutations are Rapid - 2 Video
  3. Lecture 33 : Evolutionary Dynamics when Mutations are Rapid - 3 Video
  4. Lecture 34 : Evolutionary Game Theory - 1 Video
  5. Lecture 35 : Evolutionary Game Theory - 2 Video

Week 8

  1. Lecture 36 : Evolutionary Game Theory - 3 Video
  2. Lecture 37 : Evolutionary Game Theory - 4 Video
  3. Lecture 38 : Evolutionary Game Theory Applied to Moran Process Video
  4. Lecture 39 : Evolutionary Games During Weak Selection Video
  5. Lecture 40 : Evolutionary Dynamics of HIV Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Bombay
Department
Chemical Engineering
Teacher
Prof. Supreet Saini
Level
Undergraduate
Language
English
Subjects
Chemistry, Engineering
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
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