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Machine Learning for Engineers : From Theory to Real-World Applications - Sreekumar V T

Machine Learning for Engineers

From Theory to Real-World Applications

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Published: 7th August 2025

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Machine Learning for Engineers: From Theory to Real-World Applications is a comprehensive guide designed to empower engineers with the practical knowledge and skills needed to harness the power of artificial intelligence in their work. Written by Sreekumar V T, this book bridges the gap between theoretical machine learning concepts and their real-world engineering applications, making it an essential resource for students, professionals, and researchers alike.

The book shines in its exploration of real-world applications, offering in-depth case studies on predictive maintenance, computer vision for defect detection, AI-driven structural analysis, natural language processing for technical documentation, and robotics automation. Each chapter is enriched with examples, code snippets, and best practices, enabling readers to apply what they learn directly to their projects.

With a strong emphasis on implementation, the book also addresses critical topics like model deployment, edge AI, and ethical considerations in engineering AI systems. Whether you're an engineer looking to integrate machine learning into your workflow or a student eager to explore the intersection of AI and engineering, this book provides the tools, insights, and inspiration to succeed in the era of intelligent systems.

Clear, concise, and application-focused, Machine Learning for Engineers is your roadmap to mastering AI in the engineering world—one practical step at a time.

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