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SPE AI and ML Course Material

Jupyter Notebook 4 23 Updated Aug 4, 2025
Jupyter Notebook 1 Updated Jun 24, 2024

Information about me.

1 Updated Jul 23, 2025

An html file that explains how financial independence varies with savings rate

HTML 1 Updated Jul 12, 2025

Hybrid (Physics-Informed) Machine Learning

Python 51 6 Updated Feb 17, 2026

Rod Pumping Artificial Lift Model Predictive Control and Moving Horizon Estimation

Python 17 10 Updated Nov 5, 2018

A collection of PTC Academic Digital Transformation resources

9 1 Updated May 20, 2021

In order to avoid regulatory violations, downtime, or fatal disasters, industrial assets must be maintained in a timely manner. One of the biggest factors for timely maintenance is corrosion of the…

Jupyter Notebook 5 3 Updated Oct 4, 2021

This repo is for LinkedIn Learning course: Data Pipeline Automation with GitHub Actions

HTML 1 Updated May 27, 2025

This repo is for the LInkedin Learning course: Hands-On AI: Building and Deploying LLM-Powered Apps

Python 1 Updated May 27, 2025

This is a repository for the LinkedIn Learning course Recommendation Systems: A Practical Introduction

Jupyter Notebook 1 Updated May 18, 2025

This is a code repository for the LinkedIn Learning course AI Workshop: Building AI Applications with Hugging Face Models.

Dockerfile 1 Updated Apr 1, 2025

pyResToolbox - A collection of Reservoir Engineering Utilities

Python 1 Updated Dec 28, 2024
Jupyter Notebook 1 Updated Dec 9, 2024

Python library for reading and writing well data using Log ASCII Standard (LAS) files

Lasso 1 Updated May 15, 2024

This is a LinkedIn Learning repo for Data Cleaning in Python Essential Training.

Python 1 Updated Dec 13, 2023

Python Essential Training

Jupyter Notebook 492 442 Updated Apr 28, 2023

This is a code repository for the LinkedIn Learning course AI Workshop: Building AI Applications with Hugging Face Models.

Dockerfile 4 5 Updated Apr 1, 2025

This is a LinkedIn Learning repo for Data Cleaning in Python Essential Training.

Python 51 598 Updated Aug 18, 2025

The exercises from my Introduction to Geostatistics available on YouTube on the GeostatsGuy Lectures Channel.

R 21 3 Updated Oct 3, 2018

Information about me.

47 9 Updated Mar 13, 2026

My RE (reservoir engineering) Python code

Jupyter Notebook 12 6 Updated Apr 18, 2022

Reservoir Engineering utilities in Python

Python 5 2 Updated Jun 13, 2015

Python notebooks for applications of Machine Learning algorithms in Petroleum Engineering (Reservoir, Well-Logs, Completions, etc).

Jupyter Notebook 6 3 Updated Jan 12, 2023

In this repository, a simplified reservoir simulation has been developed in Python. Reservoir engineering PDEs have been solved using implicit method for pressure distribution calculation.

Jupyter Notebook 5 4 Updated Jun 6, 2019

Open Source library for Reservoir Engineering Material Balance

Jupyter Notebook 31 14 Updated Oct 13, 2023

pyResToolbox - A collection of Reservoir Engineering Utilities

Python 87 19 Updated May 5, 2026

Python utilities for reservoir engineering calculations

Jupyter Notebook 173 98 Updated Dec 6, 2025

Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)

Jupyter Notebook 197 94 Updated Sep 27, 2020

Welcome to the "Data Analysis and Machine Learning for Oil and Gas Wells" This repository is dedicated to exploring diverse aspects of analyzing, visualizing, and creating machine learning models u…

Jupyter Notebook 2 Updated Aug 2, 2023
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