Part V: Real-World Applications
Chapter 21
Capstone Projects
schedule15 min read
infoWhat You'll Learn
- Build end-to-end analytical solutions
- Combine multiple techniques from earlier chapters
- Work with realistic, messy industry datasets
Project 1 — Automated Well Log Interpretation Pipeline
main.py
Project 2 — Production Forecasting and Reserves Estimation System
main.py
Project 3 — Drilling Performance Benchmarking Tool
main.py
Project 4 — Reservoir Characterization with ML
main.py