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 — Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news And subscribe for new videos on technology every day: https://youtube.com/subscription_center?add_user=freecodecamp