Part V: Real-World Applications
Chapter 23
Deploying Python Solutions in the Cloud
schedule15 min readfitness_center3 exercises
infoWhat You'll Learn
- Package Python projects for distribution
- Deploy applications to cloud platforms
- Implement CI/CD pipelines for data science projects
- Manage APIs for engineering calculations
Packaging Your Python Code
main.py
Docker for Reproducible Environments
main.py
Deploying to Cloud Platforms
main.py
Streamlit Cloud
AWS / GCP / Azure Basics
Building REST APIs with FastAPI
main.py
CI/CD for Data Science
main.py
Exercises
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Exercise 23.1Practice
Exercise 23.1
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Exercise 23.2Practice
Exercise 23.2
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Exercise 23.3Practice
Exercise 23.3
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