Lecture Videos #
A Massive Open Online Course on Computational Systems Biology, which is in part, a basis for this book, is also available, through the Indian educational platforms, NPTEL (National Programme on Technology Enhanced Learning) and SWAYAM.
The lectures (including hands-on lab sessions), totalling over 30 hours of content, are also available on YouTube.
- Chapter 1
- Introduction to modelling
- Chapter 2
- Introduction to graph theory
- Chapter 3
- Structure of networks
- Chapter 4
- Applications of network biology
- Chapter 5
- Introduction to dynamic modelling
- Chapter 6
- Parameter estimation
- Chapter 7
- Discrete dynamic models: Boolean networks
- Chapter 8
- Introduction to constraint-based modelling
- Chapter 9
- Extending constraint-based approaches
- Chapter 10
- Perturbations to metabolic networks
- Chapter 11
- Modelling cellular interactions
- Chapter 12
- Designing biological circuits
- Chapter 13
- Robustness and evolvability of biological systems
- Chapter 14
- Epilogue: The road ahead
- Appendix A
- Introduction to key biological concepts
- Appendix B
- Reconstruction of biological networks
- Appendix C
- Databases for systems biology
- Appendix D
- Software tools compendium
- Appendix E
- MATLAB for systems biology