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Duration 35 hours
Course Outline
Introduction to MATLAB for Geophysics
- Overview of the MATLAB environment and typical workflows
- Basics of scripting and data visualization
- Methods for loading and processing geophysical datasets
Foundations of Object-Oriented Programming
- Key OOP concepts: classes, objects, and encapsulation
- The advantages of using OOP in scientific computing
- Syntax for defining classes in MATLAB
Creating and Managing Classes in MATLAB
- Defining properties and associated methods
- Understanding public, private, and protected access levels
- Using constructors and instantiating objects
Inheritance and Class Hierarchies
- Techniques for subclassing and method overriding
- Working with abstract classes and interfaces
- Implementing polymorphism in MATLAB OOP
Applying OOP to Geophysical Data Analysis
- Designing classes to handle seismic, gravity, and magnetic data
- Incorporating data preprocessing and filtering methods
- Creating visualization and plotting functions within class structures
Case Study: Geophysical Modeling Workflow
- Developing a modular OOP framework for modeling tasks
- Integrating modeling algorithms as class methods
- Exporting and documenting analysis outcomes
Best Practices and Optimization
- Strategies for enhancing code readability and maintainability
- Performance optimization tips for large geophysical datasets
- Implementing version control and collaborative development practices
Summary and Next Steps
Requirements
- A foundational grasp of general programming concepts
- Familiarity with basic principles of geophysics
- Prior experience with MATLAB or a similar scientific computing tool
Target Audience
- New MATLAB users working within the geophysics field
- Geophysics researchers looking to adopt object-oriented programming
- Professionals aiming to streamline their geophysical data processing workflows
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 7250 € + VAT*
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Testimonials (2)
That I knew topics that I didn't know
Ernesto Alonso Ocana Valenzuela - Instituto Tecnologico Superior de Comalcalco
Course - Introduction to Image Processing using Matlab
Machine Translated
Many useful exercises, well explained
