Python for Bioinformatics – Drug Discovery Using Machine Learning and Data Analytics

Python for Bioinformatics – Drug Discovery Using Machine Learning and Data Analytics

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Python for Bioinformatics – Drug Discovery Using Machine Learning and Data Analytics
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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 Content ️
⌨️ (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 Implementation

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BlackPhantom
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