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

NAYAK, RAVINDRA KUMAR

 
9798340141743: Navigating the AI Frontier: A Toolkit for Machine Learning Researchers
Softcover
ISBN 13: 9798340141743
Verlag: Independently published, 2024

Inhaltsangabe

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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Verlag
Independently published
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 13 
9798340141743
Einband
Taschenbuch
Anzahl der Seiten
186
Kontakt zum Hersteller
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