Can I read Active Learning Part 1 on EtoBox?

Active Learning Part 1 by Houda Maarfi is a document available to read on EtoBox.

What is Active Learning Part 1 about?

Active learning is a machine learning approach that selectively queries humans to label the most informative data, aiming to maximize model performance while minimizing labeling costs and efforts. It employs strategies such as uncertainty sampling, diversity learning, and random sampling, with best practices suggesting a combination of these methods. Additionally, transfer learning can be utilized to leverage pre-trained models, further reducing the need for labeled data and improving performance.

Author

Houda Maarfi

Language

EN