Beyond Python

The AI/DS Tech Stack

von B. Fathimamary

132 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

This book presents the essential technologies that extend Python's capabilities for production AI/Data Science. It argues that modern systems require a polyglot architecture where Python orchestrates workflows, but performance-critical components are built with specialized tools: Rust for safe systems programming, Julia for numerical computing, Mojo for AI infrastructure, high-performance databases (OLAP/Vector), Apache Arrow for zero-copy data exchange, CUDA/GPUs for parallel compute, and Kubernetes for scalable orchestration. The guide provides a roadmap for data professionals to build robust, efficient, and scalable systems by selecting the right tool for each task in the stack.

• Themen: Informatik und Informationstechnologie
• ISBN: 9786209590702
• Sprache: Englisch
• Erscheinungsdatum: 26.01.2026
• Größe: 220 x 150 mm
• Verlag: LAP LAMBERT Academic Publishing