Abhik Choudhury,
Praneeth Reddy Amudala Puchakayala,
Aishwarya Badlani
Modern Data Architecture in AI
Optimize AI data storage, versioning, and partitioning with lakehouse
Paperback EN 2025 9789365899771Levertijd ongeveer 11 werkdagen
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Samenvatting
The book starts by introducing fundamental concepts of modern data architecture for AI, laying the groundwork for understanding its importance. It then digs deep into the aspects of data ingestion and collection strategies. Subsequently, it discusses data storage and management techniques that cater specifically to AI workloads. Readers will understand the concepts of data processing, transformation, and building scalable and efficient data pipelines, and how to orchestrate interconnected processes. The book further explores the topics of scalable ML infrastructure and stream processing, concluding with insights into visualization, explainable AI, and future trends.
Specificaties
ISBN13:9789365899771
Taal:EN
Bindwijze:Paperback
Aantal pagina's:344
Uitgever:BPB Publications
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Thema:
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