Machine Learning Basics

This repository contains the exercise files for the Create machine learning models learning path on Microsoft Learn.

Contributing

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Name		Name	Last commit message	Last commit date
.devcontainer		.devcontainer
challenges		challenges
data		data
models		models
.gitignore		.gitignore
01 - Data Exploration.ipynb		01 - Data Exploration.ipynb
02 - Regression.ipynb		02 - Regression.ipynb
03 - Classification.ipynb		03 - Classification.ipynb
04 - Clustering.ipynb		04 - Clustering.ipynb
05a - Deep Neural Networks (PyTorch).ipynb		05a - Deep Neural Networks (PyTorch).ipynb
05a - Deep Neural Networks (TensorFlow).ipynb		05a - Deep Neural Networks (TensorFlow).ipynb
05b - Convolutional Neural Networks (PyTorch).ipynb		05b - Convolutional Neural Networks (PyTorch).ipynb
05b - Convolutional Neural Networks (Tensorflow).ipynb		05b - Convolutional Neural Networks (Tensorflow).ipynb
05c - Transfer Learning (PyTorch).ipynb		05c - Transfer Learning (PyTorch).ipynb
05c - Transfer Learning (Tensorflow).ipynb		05c - Transfer Learning (Tensorflow).ipynb
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
LICENSE		LICENSE
README.md		README.md
SECURITY.md		SECURITY.md
local-setup.md		local-setup.md