AI Algorithms and Their Practical Application by Ajit Singh (.ePUB)
File Size: 18.1 MB
AI Algorithms and Their Practical Application by Ajit Singh
Requirements: .ePUB reader, 18.1 MB
Overview: The foundational philosophy of “AI Algorithms and Their Practical Applications” is rooted in actionable engineering. For too long, Artificial Intelligence (AI) has been taught as an abstract science, heavily skewed toward theoretical mathematics and isolated academic environments. This book operates on the belief that knowing how an algorithm functions is only ten percent of the job; the remaining ninety percent is understanding how to engineer that algorithm into a scalable, secure, and production-ready application. The philosophy here is strictly “implementation-first.” I believe that the best way to understand Artificial Intelligence is to build it. Theoretical concepts are only introduced when they directly serve a practical purpose in the development pipeline. Instead of getting bogged down in complex proofs, this text treats algorithms as highly specialized tools in a developer’s toolkit. The primary focus is on how to integrate these tools into larger systems, how to connect them to databases, how to wrap them in web frameworks, and how to deploy them to cloud infrastructure. Artificial Intelligence is not a monolithic entity; it is a system of interconnected components and services. To build industry-relevant solutions, one must understand how to architect these systems. Therefore, this book treats AI development as a software engineering discipline. You will learn how to wrap algorithms in robust Application Programming Interfaces (APIs), containerize your environments for consistent deployment, and set up the necessary pipelines to ensure your applications run smoothly in live environments.
Genre: Non-Fiction > Tech & Devices
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