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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 3: Applying Active Machine Learning to Real-World Projects

Part 3 concludes the exploration of active machine learning (ML) by equipping readers with the knowledge to not only understand advanced active ML methods but also to apply them effectively in real-world scenarios. Through the advanced tools discussed in these chapters, practitioners will be prepared to tackle complex challenges, drive innovation, and achieve significant improvements in their ML projects. Whether it’s through refining evaluation practices or leveraging powerful software, this section aims to inspire and guide readers toward mastery of the art and science of active ML.

This part includes the following chapters:

  • Chapter 6, Evaluating and Enhancing Efficiency
  • Chapter 7, Utilizing Tools and Packages for Active ML
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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