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Data Engineering for AI/ML Pipelines
- Ultimate guide to data pipelines and architectures for AI/ML applications
Engelsk
Bogcover for Data Engineering for AI/ML Pipelines af Venkata Karthik Penikalapati, 9789365899030
Specifikationer
Sprog:
Engelsk
Sider:
260
ISBN-13:
9789365899030
Indbinding:
Paperback
ISBN-10:
9365899036
Udg. Dato:
18 okt 2024
Størrelse i cm:
19,6 x 24,1 x 1,4
Oplagsdato:
18 okt 2024

Data Engineering for AI/ML Pipelines

- Ultimate guide to data pipelines and architectures for AI/ML applications
Engelsk
Paperback 2024
Format:

Bog beskrivelse
Data engineering is the art of building and managing data pipelines that enable efficient data flow for AI/ML projects. This book serves as a comprehensive guide to data engineering for AI/ML systems, equipping you with the knowledge and skills to create robust and scalable data infrastructure. This book covers everything from foundational concepts to advanced techniques. It begins by introducing the role of data engineering in AI/ML, followed by exploring the lifecycle of data, from data generation and collection to storage and management. Readers will learn how to design robust data pipelines, transform data, and deploy AI/ML models effectively for real-world applications. The book also explains security, privacy, and compliance, ensuring responsible data management. Finally, it explores future trends, including automation, real-time data processing, and advanced architectures, providing a forward-looking perspective on the evolution of data engineering.
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Specifikationer
Sprog:
Engelsk
Sider:
260
ISBN-13:
9789365899030
Indbinding:
Paperback
ISBN-10:
9365899036
Udg. Dato:
18 okt 2024
Størrelse i cm:
19,6 x 24,1 x 1,4
Oplagsdato:
18 okt 2024
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