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science, biology, bioinformatics and computational biology. \n\n\n\n* Teaching resources\n\n    * https://sites.google.com/site/neelsoumya/teaching\n    \n* Data science resources\n\n    * https://sites.google.com/site/neelsoumya/research-resources/tools-for-data-scientists\n    \n    \n* Machine learning resources\n\n    * https://sites.google.com/site/neelsoumya/research-resources/machine-learning\n    \n    * https://github.com/neelsoumya/butterfly_detector\n    \n    * https://github.com/neelsoumya/intro-machine-learning\n\n    * https://github.com/neelsoumya/visualization_lecture\n \n    * https://github.com/neelsoumya/public_supervised_machine_learning\n \n    * https://github.com/neelsoumya/practical_supervised_machine_learning\n\n    \n   \n* Basic statistics and prerequisities\n\n    * https://sites.google.com/site/neelsoumya/research-resources/basic-statistics\n    \n    * https://github.com/neelsoumya/basic_statistics\n\n* Basic mathematics\n\n    * https://github.com/neelsoumya/mathematics\n\n* Demo teaching lecture\n\n    * A lecture on fault tolerant distributed computing\n    \n      * https://youtu.be/omxbpel-b64\n      \n    * A lecture on a fundamental concept in machine learning (bias variance tradeoff)\n    \n      * https://www.youtube.com/watch?v=4_la9-Ehvmo \n\n\n* Mathematical modelling\n\n    * https://github.com/neelsoumya/mathematical_models\n    \n\n* Programming resources for teaching programming languages\n\n    * https://github.com/neelsoumya/programming_resources\n\n\n* Compilers and theory of types\n\n    * https://en.wikipedia.org/wiki/Principles_of_Compiler_Design\n\n    * https://www.cis.upenn.edu/~bcpierce/tapl/\n\n\n* Algorithms\n\n    * Cormen book on algorithms\n\n    * https://web.ist.utl.pt/~fabio.ferreira/material/asa/clrs.pdf\n\n\n* Theory of computation\n\n    * https://www.youtube.com/watch?v=EwSYnIX2EF8\u0026list=PLa8f1-ESrfVqh1K3qVxU5n4QZp7koYKcM\u0026index=1\n\n\n* Immunology\n\n    * https://sites.google.com/site/neelsoumya/immunology-resources\n    \n* Bioinformatics\n\n    * https://sites.google.com/site/neelsoumya/research-resources/bioinformatics\n\n    * https://github.com/neelsoumya/bioinformatics_resources \n\n\n* Basics of biology\n\n    * https://github.com/neelsoumya/biology_basics\n    \n* Complex systems resources\n\n    * https://sites.google.com/site/neelsoumya/teaching\n\n* Communications skills\n\n    * https://www.youtube.com/watch?v=Unzc731iCUY\n\n* Resources for teaching compiled in an Open Science Foundation (OSF) project\n\n    * https://osf.io/25gnz/  \n    \n    \nIf you like this, please cite the following\n\n\n\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.4744564.svg)](https://doi.org/10.5281/zenodo.4744564)\n\n\n   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