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SQL And Data Concepts (AI and ML Reference handbooks) - Couverture souple

Livre 14 sur 22: AI and ML Reference handbooks

Patel, Rashmi

 
9798189917424: SQL And Data Concepts (AI and ML Reference handbooks)
Couverture souple
ISBN 13 : 9798189917424
Editeur : Independently published, 2026

Synopsis

Master SQL and modern data systems with a practical guide designed specifically for AI and Machine Learning professionals. SQL & Data Concepts for AI/ML Engineers takes you from core relational database concepts to advanced SQL techniques, cloud data platforms, production data engineering, and AI-ready data architectures.

Rather than focusing only on syntax, this book explains how SQL is used in real-world AI/ML pipelines—from data preparation and feature engineering to model monitoring, vector databases, and LLM-powered applications. Every topic is presented with clear explanations, practical examples, diagrams, layman analogies, production insights, troubleshooting guidance, and interview-focused discussions.

Inside this book you'll learn:

  • SQL fundamentals through advanced query techniques
  • Database design, normalization, indexing, and optimization
  • Window functions, CTEs, joins, transactions, and performance tuning
  • Data warehousing, ETL/ELT, lakehouse concepts, and modern cloud SQL platforms
  • Production SQL patterns, troubleshooting, and data engineering best practices
  • SQL with Python, AI agents, vector databases, and LLM workflows
  • 495 interview questions and detailed answers covering beginner to advanced topics

Whether you're preparing for technical interviews, building AI/ML data pipelines, or strengthening your production SQL skills, this comprehensive reference provides the practical knowledge needed to become a confident data professional.

Ideal for AI/ML Engineers, Data Scientists, Data Engineers, Analytics Engineers, Software Engineers, and students seeking a complete SQL reference with real-world applications.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2026
Langue
anglais
ISBN 13 
9798189917424
Reliure
Tapa blanda
Nombre de pages
266
Coordonnées du fabricant
Manufactured by Amazon on behalf of the author
https://www.amazon.es/hz/contact-us

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