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Starts 24 June 2025 00:27
Ends 24 June 2025
Practice Machine Learning for Petroleum Engineers with Little to No Code
Reservoir Solutions (RES)
2753 Courses
1 hour 47 minutes
Optional upgrade avallable
Not Specified
Progress at your own speed
Free Video
Optional upgrade avallable
Overview
Explore machine learning applications in petroleum engineering with minimal coding. Gain practical skills for implementing ML solutions in reservoir analysis and production optimization.
Syllabus
- Introduction to Machine Learning
- Data Preprocessing and Management
- Machine Learning Tools and Platforms
- Supervised Learning Techniques in Petroleum Engineering
- Unsupervised Learning Techniques
- Machine Learning in Reservoir Analysis
- Applications in Production Optimization
- Hands-On Project
- Ethical Considerations and Best Practices
- Course Wrap-Up and Future Directions
Subjects
Data Science