Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis

Channel:
United States freeCodeCamp.org
Subscribers:
10,700,000
Published on ● Video Link: https://www.youtube.com/watch?v=jBlTQjcKuaY


Duration: 1:42:54
491,084 views
15,607

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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