Course Overview
This course is focused on strengthening the basics of the student in data science language and their application in reservoir and well trajectory. The student will gain hands-on experience by working on regression and classification models and will learn the application of techniques like PCA and XGBoost.
Topics Covered
- What is Machine Learning
- Creating a Machine Learning Model
- Feature Engineering
- Working with well logs in Python
Course Curriculam
Python
Numpy and Pandas
Exploratory Data Analysis
Projects you will build
![](https://petrocoder.com/vendor/codefire/cfusermgmt/web/images/uploaded_images/course_projects/1901613544372dpLog.001.jpeg)
Artificial Intelligence
Data Driven Sonic Well Log Model
Supervised Learning, Classification