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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