Tag

transfer learning

Fine-Tuning a Pre-Trained ResNet-50

From Transfer Learning in Action Dipanjan Sarkar and Raghav Bali

This article delves into tuning up a pre-trained ResNet-50 with one-cycle learning rate.

Image Classification with Transfer Learning

From Transfer Learning in Action Dipanjan Sarkar and Raghav Bali

This article discusses classifying images using transfer learning.

Deep Transfer Learning for NLP with Transformers

From Transfer Learning for Natural Language Processing by Paul Azunre

In this article, we cover some representative deep transfer learning modeling architectures for NLP that rely on a recently popularized neural architecture – the transformer – for key functions.

Shallow Transfer Learning in NLP

From Transfer Learning for Natural Language Processing by Paul Azunre

This article delves into using shallow transfer learning to improve your NLP models.

Getting Started with Baselines

From Transfer Learning for Natural Language Processing by Paul Azunre

This article discusses getting started with baselines and generalized linear models.

Improving NLP Model Training Time and Efficiency

From Transfer Learning for Natural Language Processing by Paul Azunre

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