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An Introduction to Computational Drug Discovery
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Classroom Contents
Bioinformatics Project
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- 1 Bioinformatics Project from Scratch - Drug Discovery Part 1 (Data Collection and Pre-Processing)
- 2 Bioinformatics Project from Scratch - Drug Discovery Part 2 (Exploratory Data Analysis)
- 3 Bioinformatics Project from Scratch - Drug Discovery Part 3 (Dataset Preparation)
- 4 Bioinformatics Project from Scratch - Drug Discovery Part 4 (Model Building)
- 5 Bioinformatics Project from Scratch - Drug Discovery Part 5 (Compare Models)
- 6 Bioinformatics Project from Scratch - Drug Discovery #6 (Deploy Model as Web App) | Streamlit #22
- 7 Using Computer Code to Decipher Genetic Code - Part 1 (Bioinformatics 101)
- 8 Using Computer Code to Decipher Genetic Code - Part 2 (Bioinformatics 101)
- 9 Machine Learning for Drug Discovery (Explained in 2 minutes)
- 10 Data Science for Computational Drug Discovery using Python (Part 1)
- 11 Data Science for Computational Drug Discovery using Python (Part 2 with PyCaret)
- 12 Computational Drug Discovery: Machine Learning for Making Sense of Big Data in Drug Discovery
- 13 How a Biologist became a Data Scientist
- 14 Learn Bioinformatics through Coding on ROSALIND Platform
- 15 Building a Bioinformatics Web App in Python | Streamlit #7
- 16 How to Build a Simple Bioinformatics Web App in Python | Streamlit #8
- 17 Build a Machine Learning Model for Computational Drug Discovery from Scratch (Weka Tutorial #4)
- 18 Deepmind's Alphafold2 Solves Protein Structures (Part 1) #shorts
- 19 Deepmind's Alphafold2 Solves Protein Structures (Part 2) #shorts
- 20 How to build a machine learning model to predict antimicrobial peptides (End-to-end Bioinformatics)
- 21 How to build a Bioinformatics web app (Molecular Descriptor Calculator) in Python | Streamlit #21
- 22 How to build a web app for Drug Discovery in Python | Streamlit #26
- 23 How to Build Bioinformatics Tools
- 24 Data Science for Bioinformatics
- 25 AlphaFold 2 Paper with Code
- 26 AlphaFold 2 Learns the Entire Human Proteome (AlphaFold Protein Structure Database)
- 27 Data Science Podcast with Pat Walters (Cheminformatics Scientist)
- 28 An Introduction to Computational Drug Discovery
- 29 Call for Participation in the Open Bioinformatics Research Project
- 30 How to use Machine Learning to explain how drugs work
