Active Machine Learning with Python

Margaux Masson-Forsythe

Language: English

Publisher: Packt Publishing

Published: Mar 27, 2024

Description:

Use active machine learning with Python to improve the accuracy of predictive models, streamline the data analysis process, and adapt to evolving data trends, fostering innovation and progress across diverse fields

Key Features
  • Learn how to implement a pipeline for optimal model creation from large datasets and at lower costs
  • Gain profound insights within your data while achieving greater efficiency and speed
  • Apply your knowledge to real-world use cases and solve complex ML problems
  • Purchase of the print or Kindle book includes a free PDF eBook
  • Book DescriptionBuilding 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...