Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis
Learn how to use Python and machine learning to build a bioinformatics project for drug discovery. ✏️ Course developed by Chanin Nantasenamat (aka Data Prof...
🔥 Related Trending Topics
LIVE TRENDSThis video may be related to current global trending topics. Click any trend to explore more videos about what's hot right now!
THIS VIDEO IS TRENDING!
This video is currently trending in Turkey under the topic 'bursa deprem'.
About this video
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
❤️ Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba)
⭐️ 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
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
Video Information
Views
590.0K
Total views since publication
Likes
18.3K
User likes and reactions
Duration
01:42:54
Video length
Published
Jun 2, 2021
Release date
Quality
hd
Video definition