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machine-learning

Practicing machine learning from scratch with Python 🐍

Applications in geoscience: good repo references to start

Ryan Mardani's facies classification with ML
SEG 2017 ML contest

Resources that I use to learn coding ML from scratch:

Jason Brownlee's Machine Learning Mastery
Youtube channels: Weight and Biases, Python Engineer, sentdex
https://www.ritchieng.com/

Deep learning:

Youtube: Weight and Biases, 3blue1brown
http://neuralnetworksanddeeplearning.com
Lex Fridman's Github page MIT DeepLearning