AI & Language Systems
Designing LLM Workflows for Experts From Concept to Deployment - Build, Automate, Maintain and Scale Advanced Machine Learning Systems
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AI & Language Systems: Designing LLM Workflows for Experts From Concept to Deployment - Build, Automate, Maintain, and Scale Advanced Machine Learning Systems In a world where AI is moving from novelty to necessity, the real question is no longer "How do I use AI?" but "How do I design AI systems that scale, adapt, and deliver impact in the real world?" This book is your blueprint for mastering the next level of artificial intelligence. Written for advanced practitioners, AI & Language Systems: Designing LLM Workflows for Experts takes you far beyond simple prompt tricks or one-off experiments...
AI & Language Systems: Designing LLM Workflows for Experts From Concept to Deployment - Build, Automate, Maintain, and Scale Advanced Machine Learning Systems In a world where AI is moving from novelty to necessity, the real question is no longer "How do I use AI?" but "How do I design AI systems that scale, adapt, and deliver impact in the real world?" This book is your blueprint for mastering the next level of artificial intelligence. Written for advanced practitioners, AI & Language Systems: Designing LLM Workflows for Experts takes you far beyond simple prompt tricks or one-off experiments. It equips you with the mindset, strategies, and technical frameworks to design resilient AI workflows that automate knowledge, streamline operations, and unlock innovation. Inside, you'll discover how to:Shift from operator to architect by thinking in systems, not just prompts. Build multi-agent workflows that collaborate like teams of specialists. Harness APIs, embeddings, fine-tuning, and databases for robust AI pipelines. Design adaptive, scalable systems ready for enterprise and research use. Integrate AI into business, creative, and technical domains with repeatable frameworks. Anticipate future shifts with models of human-AI collaboration, ethics, and security. Packed with case studies, exercises, and a complete AI Systems Playbook, this book bridges technical mastery with strategic insight-giving you the tools to future-proof your career and design systems that keep working even as technology evolves. Whether you are an AI engineer, researcher, strategist, or innovator, this is not just a book about AI tools-it's a practical guide to becoming an AI architect capable of building intelligent systems that have lasting impact. Stay ahead of the curve. Design smarter. Scale faster. Build the AI systems that tomorrow will depend on.
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