udacity/deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

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This collection of tutorials and projects teaches you how to build artificial intelligence models using PyTorch. You'll learn to process different kinds of data, from images to text, and create models that can classify items, generate new content, or predict patterns. This is for aspiring machine learning engineers, data scientists, and AI researchers who want hands-on experience in deep learning.

5,486 stars. No commits in the last 6 months.

Use this if you are learning deep learning and need practical, step-by-step guidance to implement neural networks for various real-world tasks.

Not ideal if you are looking for a plug-and-play solution or a high-level API for immediate deployment without understanding the underlying model construction.

deep-learning-education neural-networks computer-vision natural-language-processing generative-modeling
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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5,486

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5,339

Language

Jupyter Notebook

License

MIT

Last pushed

Jun 27, 2023

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