🏦 AI Dev Bank
Collection of useful resources for Machine Learnging and AI development ♥️
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Open Source contributions are always welcome!
| Title | Description | Tags | Link |
|---|---|---|---|
| Coursera Machine Learning Specialization | A comprehensive introduction to machine learning, data mining, and statistical pattern recognition by Andrew Ng | coursemachine learningbeginner | https://www.coursera.org/specializations/machine-learning-introduction |
| Fast.ai | Free courses on deep learning, covering practical AI applications using PyTorch | deep learningfreepractical | https://www.fast.ai/ |
| TensorFlow Documentation | Official documentation and tutorials for TensorFlow, an open-source machine learning platform | TensorFlowdocumentationmachine learning | https://www.tensorflow.org/learn |
| Kaggle | Platform for data science competitions, datasets, and notebooks with a strong community | data sciencecompetitionsdatasets | https://www.kaggle.com/ |
| deeplearning.ai | Offers various specializations and courses in AI, including the popular Deep Learning Specialization | deep learningcoursespecialization | https://www.deeplearning.ai/ |
| Google AI Education | Free resources and courses on machine learning and AI fundamentals by Google | Googlefreefundamentals | https://ai.google/education/ |
| OpenAI Spinning Up | Educational resource for learning about deep reinforcement learning | reinforcement learningdeep learningtutorial | https://spinningup.openai.com/en/latest/ |
| PyTorch Tutorials | Official tutorials and resources for PyTorch, an open source machine learning library | PyTorchtutorialsmachine learning | https://pytorch.org/tutorials/ |
| Elements of AI | Free online course covering the basics of AI for non-technical people | basicsfreenon-technical | https://www.elementsofai.com/ |
| AI Ethics Course | Course on the ethics of artificial intelligence by the University of Helsinki | ethicsAIcourse | https://ethics-of-ai.mooc.fi/ |
| Papers With Code | Free and open resource with Machine Learning papers, code, and evaluation tables | research paperscodestate-of-the-art | https://paperswithcode.com/ |
| Hugging Face | Platform for building, training and deploying state-of-the-art machine learning models | NLPtransformersmodels | https://huggingface.co/ |