Subject archive for "transfer-learning"

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Machine Learning

Domino Unlocks the Power of Data Science with Ray 2 Clusters

OpenAI demonstrated the profound impact generative AI could have. Such techniques turn datasets into transformative tools and products. Tangible AI projects that are both inspiring and can save your company time and money. Better yet, you are in a good position to aim high.

By Thomas Dinsmore and Yuval Zukerman5 min read

Machine Learning

A Hands-on Tutorial for Transfer Learning in Python

Fitting complex neural network models is a computationally heavy process, which requires access to large amounts of data. In this article we introduce transfer learning - a method for leveraging pre-trained model, which speeds up the fitting and removes the need of processing large amounts of data. We provide guidance on transfer learning for NLP and computer vision use-cases and show simple implementations of transfer learning via Hugging Face.

By Dr Behzad Javaheri15 min read

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