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Sinopsis
Reactive Publishing
Data Science with Rust
By Hayden Van Der Post
Precision. Speed. Safety. Rust isn’t just a systems language—it’s a powerful new weapon in the data scientist’s toolkit.
In Data Science with Rust, Hayden Van Der Post delivers a cutting-edge guide to building scalable, high-performance data systems using Rust’s modern, memory-safe architecture. Designed for developers and data professionals who demand more than what Python and R can offer, this book shows you how to unlock next-level performance without sacrificing readability or reliability.
Inside, you'll learn to:
Handle and transform data efficiently with Polars and Arrow
Build type-safe, blazing-fast data pipelines using idiomatic Rust
Leverage multithreading and async computation for real-time analytics
Create machine learning workflows using Linfa, Tch-rs, and Rust-NN
Deploy low-latency data apps and microservices that scale
Whether you're working in finance, scientific computing, AI, or backend analytics, this book empowers you to own every byte of your pipeline—from raw ingestion to model inference—with full control and zero garbage collection overhead.
If you're serious about performance and ready to rethink data science from the ground up—Rust is the future.
This is where it begins.
"Sinopsis" puede pertenecer a otra edición de este libro.
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Data Science with Rust (The Language of Data Science)
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Paperback. Condición: new. Paperback. Reactive PublishingData Science with RustBy Hayden Van Der PostPrecision. Speed. Safety. Rust isn't just a systems language-it's a powerful new weapon in the data scientist's toolkit.In Data Science with Rust, Hayden Van Der Post delivers a cutting-edge guide to building scalable, high-performance data systems using Rust's modern, memory-safe architecture. Designed for developers and data professionals who demand more than what Python and R can offer, this book shows you how to unlock next-level performance without sacrificing readability or reliability.Inside, you'll learn to: Handle and transform data efficiently with Polars and ArrowBuild type-safe, blazing-fast data pipelines using idiomatic RustLeverage multithreading and async computation for real-time analyticsCreate machine learning workflows using Linfa, Tch-rs, and Rust-NNDeploy low-latency data apps and microservices that scaleWhether you're working in finance, scientific computing, AI, or backend analytics, this book empowers you to own every byte of your pipeline-from raw ingestion to model inference-with full control and zero garbage collection overhead.If you're serious about performance and ready to rethink data science from the ground up-Rust is the future.This is where it begins. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Nº de ref. del artículo: 9798316010769
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Taschenbuch. Condición: Neu. Neuware - Reactive PublishingData Science with RustBy Hayden Van Der PostPrecision. Speed. Safety. Rust isn't just a systems language-it's a powerful new weapon in the data scientist's toolkit.In Data Science with Rust, Hayden Van Der Post delivers a cutting-edge guide to building scalable, high-performance data systems using Rust's modern, memory-safe architecture. Designed for developers and data professionals who demand more than what Python and R can offer, this book shows you how to unlock next-level performance without sacrificing readability or reliability.Inside, you'll learn to: - Handle and transform data efficiently with Polars and Arrow- Build type-safe, blazing-fast data pipelines using idiomatic Rust- Leverage multithreading and async computation for real-time analytics- Create machine learning workflows using Linfa, Tch-rs, and Rust-NN- Deploy low-latency data apps and microservices that scaleWhether you're working in finance, scientific computing, AI, or backend analytics, this book empowers you to own every byte of your pipeline-from raw ingestion to model inference-with full control and zero garbage collection overhead.If you're serious about performance and ready to rethink data science from the ground up-Rust is the future.This is where it begins. Nº de ref. del artículo: 9798316010769
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