01-01 - Course Introduction () Sample Lesson Quiz: 01-01 - Course Introduction
01-02 - Introduction to Well Log Data and Petrophysics () Quiz: 01-02 - Introduction to Well Log Data and Petrophysics
01-03 - Introduction to Machine Learning () Quiz: 01-03 - Introduction to Machine Learning
01-04 - Training vs. Test Data in Petrophysics () Quiz: 01-04 - Training vs. Test Data in Petrophysics
01-05 - Python and Petrophysical Data () Quiz: 01-05 - Python and Petrophysical Data
01-06 - Clustering Methods for Petrophysical Data () Quiz: 01-06 - Clustering Methods for Petrophysical Data
01-07 - Classification Methods for Petrophysical Data () Quiz: 01-07 - Classification Methods for Petrophysical Data
01-08 - Regression Methods for Petrophysical Data () Quiz: 01-08 - Regression Methods for Petrophysical Data
01-09 - Model Deployment () Quiz: 01-09 - Model Deployment
01-10 - Course Wrap-Up () Quiz: 01-10 - Course Wrap-Up
01-11 - Bonus Lesson on LLMs ()

Practical Machine Learning for Well Log Data / Chapter 1 - ML for Petrophysics

Lesson 01-01 - Course Introduction

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