Curriculum for the course 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 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=freecodecampWatch Online Full Course: Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis
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