How to build a web app for Drug Discovery in Python | Streamlit #26
In this video, you will learn how to build a web app for drug discovery in Python using the Streamlit library. In essence, the web app is an interactive catalog of FDA-approved drugs that displays the chemical structure of the molecule along with their molecular properties. Particularly, the app will allow us to filter molecules by their molecular properties (Lipinski's descriptors consisting of molecular weight, solubility (LogP), number of hydrogen bond donors and number of hydrogen bond acceptors).
🌟 Download Kite for FREE https://www.kite.com/get-kite/?utm_me...
⭕ Links for this video:
Code https://github.com/dataprofessor/drug...
App built in this video is adapted from the original app by Justin Chavez @ Reverie Labs https://blog.reverielabs.com/building...
Follow Justin Chavez on Twitter / jus10chavez
🌟 Subscribe to this YouTube channel https://www.youtube.com/dataprofessor...
🌟 Join the Newsletter of Data Professor http://newsletter.dataprofessor.org
🌟 Buy me a coffee https://www.buymeacoffee.com/dataprof...
⭕ Playlist:
Check out our other videos in the following playlists.
✅ Data Science 101: https://bit.ly/dataprofessor-ds101
✅ Data Science YouTuber Podcast: https://bit.ly/datascience-youtuber-p...
✅ Data Science Virtual Internship: https://bit.ly/dataprofessor-internship
✅ Bioinformatics: http://bit.ly/dataprofessor-bioinform...
✅ Data Science Toolbox: https://bit.ly/dataprofessor-datascie...
✅ Streamlit (Web App in Python): https://bit.ly/dataprofessor-streamlit
✅ Shiny (Web App in R): https://bit.ly/dataprofessor-shiny
✅ Google Colab Tips and Tricks: https://bit.ly/dataprofessor-google-c...
✅ Pandas Tips and Tricks: https://bit.ly/dataprofessor-pandas
✅ Python Data Science Project: https://bit.ly/dataprofessor-python-ds
✅ R Data Science Project: https://bit.ly/dataprofessor-r-ds
✅ Weka (No Code Machine Learning): http://bit.ly/dp-weka
⭕ Recommended Books:
🌟https://kit.co/dataprofessor
✅ Hands-On Machine Learning with Scikit-Learn : https://amzn.to/3hTKuTt
✅ Data Science from Scratch : https://amzn.to/3fO0JiZ
✅ Python Data Science Handbook : https://amzn.to/37Tvf8n
✅ R for Data Science : https://amzn.to/2YCPcgW
✅ Artificial Intelligence: The Insights You Need from Harvard Business Review: https://amzn.to/33jTdcv
✅ AI Superpowers: China, Silicon Valley, and the New World Order: https://amzn.to/3nghGrd
⭕ Stock photos, graphics and videos used on this channel:
✅ https://1.envato.market/c/2346717/628...
⭕ Follow us:
✅ Medium: http://medium.dataprofessor.org/
✅ FaceBook: / dataprofessor
✅ Website: http://dataprofessor.org/ (Under construction)
✅ Twitter: / thedataprof
✅ Instagram: / data.professor
✅ LinkedIn: / chanin-nantasenamat
✅ GitHub 1: https://github.com/dataprofessor/
✅ GitHub 2: https://github.com/chaninlab/
⭕ Disclaimer:
Recommended books and tools are affiliate links that gives me a portion of sales at no cost to you, which will contribute to the improvement of this channel's contents.
#drugdiscovery #streamlit #python #webapp #dataapp #66daysofdata #datascience #machinelearning #dataprofessor
Watch video How to build a web app for Drug Discovery in Python | Streamlit #26 online without registration, duration hours minute second in high quality. This video was added by user Data Professor 05 May 2021, don't forget to share it with your friends and acquaintances, it has been viewed on our site 8,25 once and liked it 19 people.