Active Machine Learning with Python
Active Machine Learning with Python: Refine and elevate data quality over quantity with active learning
English | 2024 | ISBN: 1835464947 | 282 Pages | EPUB | 7.4 MB
English | 2024 | ISBN: 1835464947 | 282 Pages | EPUB | 7.4 MB
Building accurate machine learning models requires quality data-lots of it. However, for most teams, assembling massive datasets is time-consuming, expensive, or downright impossible. Led by Margaux Masson-Forsythe, a seasoned ML engineer and advocate for surgical data science and climate AI advancements, this hands-on guide to active machine learning demonstrates how to train robust models with just a fraction of the data using Python's powerful active learning tools.