ritchieng/deep-learning-wizard
Open-source guides and notebooks teaching deep learning from fundamentals to production deployment using PyTorch and Python.
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This repository provides comprehensive tutorials on machine learning and deep learning, including practical implementations with PyTorch covering topics like regression, neural networks, CNNs, and RNNs. The materials also extend to deep reinforcement learning, data engineering, and production deployment using tools like Apptainer. It powers the website deeplearningwizard.com and references AI tooling such as llamaindex and ollama.
Frequently asked
- What is ritchieng/deep-learning-wizard?
- Open-source guides and notebooks teaching deep learning from fundamentals to production deployment using PyTorch and Python.
- Is deep-learning-wizard open source?
- Yes — ritchieng/deep-learning-wizard is open source, released under the MIT license.
- What language is deep-learning-wizard written in?
- ritchieng/deep-learning-wizard is primarily written in Python.
- How popular is deep-learning-wizard?
- ritchieng/deep-learning-wizard has 875 stars on GitHub.
- Where can I find deep-learning-wizard?
- ritchieng/deep-learning-wizard is on GitHub at https://github.com/ritchieng/deep-learning-wizard.