The Consortium for Research in Elastic Wave Exploration Seismology (CREWES) Data Science training is a 10-week course consisting of theoretical and hands-on data analysis and machine learning modeling provided by the CREWES Data Science Initiative. It is intended for anyone who wants to understand Data Science and apply it to real-world scenarios. You will use examples from the Oil and Gas industry, marketing, and economics and work with classmates as a data science team on your final project.
During the course, you will go through a complete data scientist workflow, data loading, building machine learning models and predictions, and interpreting results using your experience for insightful solutions. In addition, you will get familiar with the fast-paced data science work environment, learn commonly used algorithms and packages, and explore the path you want to follow.
In this course, you will learn how to use Python for data analysis, data cleaning, visualization, data processing, machine learning, model interpretation, teamwork, and how to present your developments and findings.