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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