How to Run Data Science Projects on the Cloud with Code Ocean (Reproducible Data Science)

Опубликовано: 29 Сентябрь 2024
на канале: Data Professor
3,948
112

In this video, I will provide a high-level overview of how you can use compute capsules in Code Ocean for running your data science projects on the cloud plus in a reproducible manner. In essence, Code Ocean's "compute capsule" is comprised of a meta data that (description of what the compute capsule is about) and 3 major components: (1) environment (docker file), (2) code (supports R, Python, Julia, MATLAB, etc.) and (3) data (e.g. csv files). Not only will the compute capsule host these files, it will allow these files to run on the cloud.

Code Ocean https://codeocean.com/

👉 Watch this next:    • The Art of Learning Data Science (How...   (The Art of Learning Data Science - How to learn data science in 2021)

---------------
🌟 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...
🌟 Download Kite for FREE https://www.kite.com/get-kite/?utm_me...

********************
⭕ 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

#codeocean #reproducibleresearch #dataprofessor