Scalable AI Systems (Early Release) by Swagata Ashwani (.ePUB)+
File Size: 10 MB
Scalable AI Systems: Architecting from Prototype to Production-Ready AI (2026-07-08: Early Release) by Swagata Ashwani, Ashwani Nandini
Requirements: .ePUB, .PDF reader, 10 MB
Overview: AI and Generative AI systems in production present challenges that traditional software practices weren’t built to handle. They behave probabilistically, evolve over time, and introduce risks around quality, bias, security, and regulatory compliance that require a fundamentally different approach. To build systems that perform reliably at scale and earn trust from users, regulators, and organizations, teams need to embed governance into architectural decisions from the start, not treat it as an afterthought. In Scalable AI Systems, Swagata Ashwani and Ashwani Nandini give you a unified framework for connecting system architecture with evaluation, assurance, governance, and compliance, guiding you from prototype to production-ready AI. Reference architectures, checklists, and case studies drawn from regulated, legacy, and digital-native environments provide ready-to-use resources you can apply at every stage of the AI lifecycle, whether you’re designing a new system or improving one already in production.
Genre: Non-Fiction > Tech & Devices
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