GeoPython Week 2021
The growing popularity of python among other high-level object-oriented programming languages can be attributed to its wide application in scientific computing. Over the last few years, the energy sector has integrated python into its work processes. This implies that the application of python programming to solving geoscience and reservoir engineering problems is an invaluable skill required today.
The Geo-Python Week is a 5-day virtual course tailored towards Geoscientists that wants to learn the basic concepts of programming and scientific data analysis using the Python programming language in a format that is easy to learn and understand.
Each day of the event will address specific topic(s) where the aim is to gain skills and understanding on how to solve common data-related tasks using Python Libraries like Numpy, Scipy, Scikit Learn, Matplotlib etc.
After this course, participants would have gained adequate knowledge to get started with their journey in solving Geoscience problems more efficiently and in a reproducible manner using Python programming.
Day One – Introduction
Geo-exploration in transition – Values and Future
Introduction to Python, loops, Functions and Classes.
Day Two – Scientific Computing and Data Analysis in Python
Introduction to Numpy, Pandas & Matplotlib
Geospatial Analysis using geopandas and kepler.gl
Day Three – 3D Seismic Visualization Using PyVista
Working with Database(Sqlite)
Acoustic Seismic Wavefield and Shot Modeling
Day Four – ML techniques in Reservoir Characterization – Applications and Pitfalls
Petrophysical Analysis in Python
Day Five – Machine learning in Geosciences
Seismic Facies Prediction using Convolutional Neural Networks (CNN)