Learn how to use Python and machine learning to build a bioinformatics project for drug discovery.
Course developed by Chanin Nantasenamat (aka Data Professor). Check out his YouTube
channels for more bioinformatics and data science tutorials:
https://www.youtube.com/dataprofessor/ and https://www.youtube.com/codingprofessor/
And Medium blog posts for more data science tutorials https://data-professor.medium.com/
Code
Parts 1-5 https://github.com/dataprofessor/bioinformatics_freecodecamp/
Part 6 https://github.com/dataprofessor/bioactivity-prediction-app
Course Contents
(0:00) Introduction
(4:29) Part 1 – Data collection
(26:57) Part 2 – Exploratory data analysis
(49:41) Part 3 – Descriptor calculation
(1:01:51) Part 4 – Model building
(1:10:41) Part 5 – Model comparison
(1:18:15) Part 6 – Model deployment
Thanks to our Champion and Sponsor supporters:
Wong Voon jinq
hexploitation
Katia Moran
BlckPhantom
Nick Raker
Otis Morgan
DeezMaster
Treehouse
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