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Build production-ready machine learning and NLP systems using functional programming, development platforms, and cloud deployment. This book provides an in-depth explanation and code samples that highlight the features of the Julia language, covering the Julia development ecosystem, package management, DevOps environment integration, and performance management tools. The Julia programming language enables data scientists and programmers to create prototypes without sacrificing performance. This book offers a comprehensive look at the language's application in developing and deploying production-ready applications. It teaches experienced programmers and scientists about Julia's features in detail, while also providing hands-on experience with the development environment, debugging, programming guidelines, package management, and cloud deployment strategies. Readers will explore a variety of third-party packages available in the Julia ecosystem for data processing, text analytics, and deep learning. This extensive overview assists programmers, scientists, and information architects in selecting Julia for their production deployments.
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Hands-On Julia Programming, Sambit Kumar Dash
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- 2021
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