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Active Machine Learning with Python

Refine and elevate data quality over quantity with active learning

Hone your machine learning skills to unlock robust models with less data through active machine learning. Tame messy datasets, conquer concept drift, and drive ML productivity with Python's active learning toolkit. Les mer

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Hone your machine learning skills to unlock robust models with less data through active machine learning. Tame messy datasets, conquer concept drift, and drive ML productivity with Python's active learning toolkit.

Detaljer

Forlag
Packt Publishing Limited
Språk
Engelsk
ISBN
9781835462683
Utgivelsesår
2024
Format
Kopibeskyttet EPUB (Må leses i Adobe Digital Editions)

Om forfatteren

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.

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