Machine Learning Basics

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

Contributing

We are not currently accepting external contributions for this repo. If you encounter any problems, please report an issue.

Name		Name	Last commit message	Last commit date
Latest commit History 147 Commits
.devcontainer		.devcontainer
.ipynb_checkpoints		.ipynb_checkpoints
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