Navigating the AI Frontier: A Toolkit for Machine Learning Researchers - Couverture souple

NAYAK, RAVINDRA KUMAR

 
9798340141743: Navigating the AI Frontier: A Toolkit for Machine Learning Researchers
Couverture souple
ISBN 13 : 9798340141743
Editeur : Independently published, 2024

Synopsis

This toolkit for ML and AI researchers covers essential libraries, frameworks, and tools across various domains, including NLP, computer vision, and reinforcement learning. Emphasizing the importance of experiment tracking with platforms like MLflow and Weights & Biases, it highlights ethical considerations through tools like AIF360 and Fairlearn to ensure fairness in models. The chapter concludes with a call for continuous learning and adaptation in a rapidly evolving field, stressing the need for ethical responsibility. Together, researchers can navigate the AI frontier, creating impactful, transparent, and equitable innovations for society.

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Éditeur
Independently published
Date d'édition
2024
Langue
anglais
ISBN 13 
9798340141743
Reliure
Broché
Nombre de pages
186
Coordonnées du fabricant
Manufactured by Amazon on behalf of the author
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