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freeCodeCamp

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

via freeCodeCamp

Overview

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Dive into a comprehensive tutorial on using Python and machine learning for drug discovery in bioinformatics. Explore data collection, perform exploratory data analysis, calculate descriptors, build and compare models, and learn about model deployment. Gain hands-on experience with a practical bioinformatics project, guided by Chanin Nantasenamat (Data Professor). Access accompanying code on GitHub and discover additional resources through the instructor's YouTube channels and Medium blog for further learning in bioinformatics and data science.

Syllabus

) Introduction.
) Part 1 - Data collection.
) Part 2 - Exploratory data analysis.
) Part 3 - Descriptor calculation.
) Part 4 - Model building.
) Part 5 - Model comparison.
) Part 6 - Model deployment.

Taught by

freeCodeCamp.org

Reviews

4.5 rating, based on 2 Class Central reviews

Start your review of Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis

  • Profile image for Eesha Joshi
    Eesha Joshi
    I recently completed the "Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis" course, and I must say it has been an incredibly valuable experience. As someone with a background in bioinformatics and a keen interest i…
  • Bilal Javed
    Its been a great time to learn about this course it would beneficial for all who want to persue their career as a drug discovery scientist

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