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ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

mlbookcamp-code

The code from the Machine Learning Bookcamp book

mlops-roadmap

Roadmap for MLOps

multiscaledrpnet

SEM data contained within

mysql

my_html

petrophysics-python-series

A series of Jupyter notebooks showing how to load well log and petrophysical data in python.

pickett_plot

Implementation of Pickett plot using in Rwa computation from Archie's law in wireline logging and formation evaluation.

predicting-future-electricity-consumption

Creating a predictive model that can foresee the electrical consumption needs across different countries and regions in the world

pydata-docker-tutorial

Tutorial given at PyData LA 2018

pylandtemp

Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.

resourcebank_cv_nlp_mlops_2022

This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.

roadmap-to-learn-generative-ai-in-2024

seismic_deep_learning

A couple of python scripts to interpret geological structures from geophysical images using deep learning

skills-copilot-codespaces-vscode

My clone repository

skills-introduction-to-github

My clone repository

spacesciencetutorial

This repository is part of a "Space Science with Python" tutorial series. The corresponding articles that explain each part are available on Medium (https://medium.com/@thomas.albin). If you do not have a Medium account, please visit my posts on Reddit, to get the free available Medium friend links (https://www.reddit.com/user/MrAstroThomas).

st-chat

Streamlit Component, for a Chatbot UI

striplog

Lithology and stratigraphic logs for wells or outcrop.

the-grand-complete-data-science-materials

tutorials-2018

Geophysical Tutorials column for 2018

volve-machine-learning

Exploration of machine learning in the Volve field dataset