Ingo Weber: Engineering AI Systems, Kartoniert / Broschiert

Klappentext

Transform Your Business with AI: The Ultimate Guide to Engineering AI Systems In the rapidly evolving world of business, integrating artificial intelligence (AI) into your systems is no longer optional. Engineering AI Systems: Architecture and DevOps Essentials is a comprehensive guide that will help you master the complexities of AI systems engineering. This book combines robust software architecture with cutting-edge DevOps practices to deliver high-quality, reliable, and scalable AI solutions. Experts Len Bass, Qinghua Lu, Ingo Weber, and Liming Zhu demystify the intricate process of engineering AI systems, providing practical strategies and tools for seamlessly incorporating AI into your business operations. You will gain a comprehensive understanding of the fundamentals of AI and software engineering and how they intersect to create powerful AI systems. Through real-world case studies, the authors illustrate practical applications and successful implementations of AI in small to medium-sized enterprises across various industries, and offer strategic insights into designing AI systems to align with your business goals. Lifecycle management of AI models, from data preparation to deploymentBest practices in system architecture and DevOps for AI systemsSystem reliability, performance, and security in AI implementationsPrivacy and fairness in AI systems to build trust and complianceTechniques for monitoring and observing AI systems to maintain operational excellenceFuture trends in AI engineering to stay ahead of the curve Equip yourself with the knowledge and tools to transform your business with AI. Whether you are a technical lead, software engineer, or business strategist, this book provides the essential insights you need to successfully engineer AI systems.