Lab 3: Databases and APIs
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DO4DS: Lab Solutions
Welcome!
Preface
Lab 1: Environments as Code
Modeling in Python
EDA in R
Lab 2: Project Architecture
Python processing layer
R processing layer
Lab 3: Databases and APIs
Python App & API
R App & API
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Lab 4: Logging and Monitoring
Python App Logging
R App Logging
Lab 5: Deployments and Code Promotion
GitHub Actions as CI/CD
Lab 6: Demystifying Docker
Python API in a container
R API in a container
Lab 7: Getting started with AWS
S3 Python Vetiver Model
Docker and Publishing
lab8.qmd
Server Login
lab9.qmd
Linux Users
Lab 10: App Admin
Install Apps
Lab 11: Server Resources and Scaling
Instance Size
Lab 12: Computer Networks
Accessibility
Lab 13: Domains and DNS
Configure DNS
Lab 14: SSL/TLS and HTTPS
Configure SSL
Appendices
Glossary of terms
More
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Lab 3: Databases and APIs
plumber2
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Published
2026-05-21
Important
Caution
This section is being developed. Thank you for your patience.
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Lab 4: Logging and Monitoring