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You're reading from  Active Machine Learning with Python

Product typeBook
Published inMar 2024
PublisherPackt
ISBN-139781835464946
Edition1st Edition
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Author (1)
Margaux Masson-Forsythe
Margaux Masson-Forsythe
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Margaux Masson-Forsythe

Margaux Masson-Forsythe is a skilled machine learning engineer and advocate for advancements in surgical data science and climate AI. As the Director of Machine Learning at Surgical Data Science Collective, she builds computer vision models to detect surgical tools in videos and track procedural motions. Masson-Forsythe manages a multidisciplinary team and oversees model implementation, data pipelines, infrastructure, and product delivery. With a background in computer science and expertise in machine learning, computer vision, and geospatial analytics, she has worked on projects related to reforestation, deforestation monitoring, and crop yield prediction.
Read more about Margaux Masson-Forsythe

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Part 2: Active Machine Learning in Practice

Building upon the foundational knowledge established in the first part, Part 2 of this book transitions from theory to application, showcasing the powerful impact of active ML across various projects. This section is meticulously designed to demonstrate how active ML principles can be applied to solve real-world problems, emphasizing practical implementation with computer vision examples. Through detailed case studies and in-depth examples, readers will gain insight into the versatility and efficiency of active ML strategies when faced with the complexities of actual data.

This part includes the following chapters:

  • Chapter 4, Applying Active Learning to Computer Vision
  • Chapter 5, Leveraging Active Learning for Big Data
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Active Machine Learning with Python
Published in: Mar 2024Publisher: PacktISBN-13: 9781835464946
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Author (1)

author image
Margaux Masson-Forsythe

Margaux Masson-Forsythe is a skilled machine learning engineer and advocate for advancements in surgical data science and climate AI. As the Director of Machine Learning at Surgical Data Science Collective, she builds computer vision models to detect surgical tools in videos and track procedural motions. Masson-Forsythe manages a multidisciplinary team and oversees model implementation, data pipelines, infrastructure, and product delivery. With a background in computer science and expertise in machine learning, computer vision, and geospatial analytics, she has worked on projects related to reforestation, deforestation monitoring, and crop yield prediction.
Read more about Margaux Masson-Forsythe