Machine Learning for Geoscientists
This course is an introductory level course given to undergraduate students in years 3 and 4. It was originally designed and recorded in the form available here in 2021 for Imperial College students.
Course Table of Content
- Lesson 1: Introduction to Data Science in Python
- Lesson 2: The Data Science Toolkit in Python
- Lesson 3: Data Visualization
- Lesson 4: Data preparation
- Lesson 5: Introduction to Machine Learning and Regression
- Lesson 6: Classification
- Lesson 7: Introduction to Deep Learning