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Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

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Awesome AI-ML-DL Awesome License: CC BY-SA 4.0

Better NLP: Better NLP

NLP Java: NLP Java | NLP Clojure: NLP Clojure | NLP Kotlin: NLP Kotlin | NLP Scala: NLP Scala |
NLP using DL4J (cuda) NLP using DL4J (cuda)

Tribuo: Tribuo | DeepNetts: DeepNetts | Dataiku DSS: Dataiku DSS | Grakn: Grakn | Jupyter-Java: Jupyter-Java |
MLPMNist using DL4J: MLPMNist using DL4J | Zeppelin: Zeppelin


Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

This repo is dedicated to engineers, developers, data scientists and all other professions that take interest in AI, ML, DL and related sciences. To make learning interesting and to create a place to easily find all the necessary material. Please contribute, watch, star, fork and share the repo with others in your community.

Watching the repo will keep you posted of all the changes (commits) that go into the repo.

Also, please SPONSOR us, find out how-to!

Programming Languages

Python

Java & JVM

Other Languages

AI & Machine Learning

Core Topics

Specialized Areas

Ethics & Governance

Data & Analytics

Data Science

Visualization

Learning Resources

Courses & Competitions

Guides & Tutorials

Reference Materials

Tools & Infrastructure

Development Tools

Cloud & DevOps

Frameworks & Libraries

Testing & Quality

Reference Materials

Mathematical Foundations

Automation & MLOps

Miscellaneous

Contributing

Contributions are very welcome, please share back with the wider community (and get credited for it)!

Please have a look at the CONTRIBUTING guidelines, also have a read about our licensing policy.

Sponsoring

With GitHub's new project sponsor program you can now sponsor projects like this, see how.

Disclaimer

Important Notice:

  • Content Accuracy: The information, resources, and links provided in this repository are curated from various sources and are subject to change. While we strive to maintain accuracy and keep content up-to-date, we cannot guarantee that all information is current, correct, or complete at all times.

  • Third-Party Content: This repository contains references, links, and citations to external sources, articles, tools, libraries, and resources created by third parties. We do not own or claim ownership of this external content. All credit belongs to the original authors and creators.

  • No Warranty: The content is provided "as is" without warranty of any kind, express or implied. We make no representations or warranties regarding the accuracy, reliability, or completeness of any information provided.

  • Verification Recommended: Users are strongly encouraged to verify information, test tools and code, and refer to official documentation before using any resources in production environments or critical applications.

  • Rapidly Evolving Field: AI, ML, and DL are rapidly evolving fields. Tools, best practices, and technologies mentioned here may become outdated. Always check for the latest versions and updates from official sources.

  • No Professional Advice: Nothing in this repository constitutes professional, legal, or technical advice. Users should consult with qualified professionals for specific guidance related to their use cases.

  • Community Contributions: This is a community-driven project. Content may be contributed by various individuals. If you find errors, outdated information, or have suggestions for improvements, please see our Contributing Guidelines.

Use at Your Own Risk: By using this repository, you acknowledge and accept these disclaimers and agree to use the information and resources at your own discretion and risk.

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