Learn how to use Python and machine learning to build a bioinformatics project for drug discovery.
โ๏ธ 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/
๐ And Medium blog posts for more data science tutorials https://data-professor.medium.com/
โญ๏ธ Code โญ๏ธ
๐ป Parts 1-5 https://github.com/dataprofessor/bioinformatics_freecodecamp/
๐ป Part 6 https://github.com/dataprofessor/bioactivity-prediction-app
โญ๏ธ Course Contents โญ๏ธ
โจ๏ธ (0:00) Introduction
โจ๏ธ (4:29) Part 1 – Data collection
โจ๏ธ (26:57) Part 2 – Exploratory data analysis
โจ๏ธ (49:41) Part 3 – Descriptor calculation
โจ๏ธ (1:01:51) Part 4 – Model building
โจ๏ธ (1:10:41) Part 5 – Model comparison
โจ๏ธ (1:18:15) Part 6 – Model deployment
๐ Thanks to our Champion and Sponsor supporters:
๐พ Wong Voon jinq
๐พ hexploitation
๐พ Katia Moran
๐พ BlckPhantom
๐พ Nick Raker
๐พ Otis Morgan
๐พ DeezMaster
๐พ Treehouse
—
Learn to code for free and get a developer job: https://www.freecodecamp.org
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