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Auto¿Analytics Pipeline

By Vishwanadham Mandala

Auto¿Analytics Pipeline

By Vishwanadham Mandala

0 - Default Title
Description
Auto-Analytics Pipeline: Integrating Big Data Engineering and AI in Vehicle Production provides a comprehensive roadmap for modernizing automotive manufacturing through data-driven intelligence. Beginning with the business case for auto-analytics, the book establishes why integrated data pipelines are critical to competitiveness. It explores data foundations on the shop floor, followed by scalable architectures for ingestion, integration, and lakehouse storage tailored to manufacturing contexts. Real-time event handling, feature engineering, and advanced modeling are presented as the core enablers of predictive quality, yield optimization, and asset health monitoring. Specialized chapters cover computer vision for body and paint shops, EV battery analytics, and supply chain intelligence. The text emphasizes prescriptive analytics for decision automation, while MLOps practices ensure robust deployment and monitoring of AI models. It also highlights governance pillars such as data quality, observability, security, privacy, and compliance.
Product details
Binding:
Paperback
Number of Pages:
100
Release Date:
2025-10-09
Publication Date:
2025-10-09
Publisher:
LAP LAMBERT Academic Publishing
Languages:
Original: English
ISBN10:
6138262743
ISBN13:
9786138262749
GPSR Manufacturer Reference:
[email protected]
Weight:
167 g
Height:
150 cm
Width:
220 cm
Thickness:
6 cm
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