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Reading list

Books on the semantic layer and what sits either side of it: the lakehouse underneath, and the agents and AI systems that depend on shared meaning.

32 of 65 titles.See the complete catalog

AI-Ready Data

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Building Knowledge Systems for AI: Graphs, RAG, Memory, and Context

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Constructing Context and Semantics for AI Agents

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Dremio and the Semantic Layer

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Apache Iceberg: The Definitive Guide

O'Reilly Media

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Apache Polaris: The Definitive Guide

O'Reilly Media

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Architecting an Apache Iceberg Lakehouse

Manning Publications

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Apache Iceberg for Agentic AI: Connecting Structured Enterprise

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Enabling Agentic Analytics with Apache Iceberg and Dremio

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The 2026 Guide to Lakehouses, Apache Iceberg and Agentic AI

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The AI Lakehouse: Architecting Data Platforms for AI

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The Book on Agentic Analytics

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The Book on Apache Polaris

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The Book on Data, Data Engineering, Data Analytics, and Agentic AI - Volume 1

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The Book on Data, Data Engineering, Data Analytics, and Agentic AI - Volume 2

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The Lakehouse Built for Everyone

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The No Lock-in Apache Iceberg Lakehouse with Agentic Analytics

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The Open Source Lakehouse: Architecting the Decoupled Analytical Foundation

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The Book on Using Apache Iceberg with Python

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AI and Agents for Normal People

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AI Application Architecture: Patterns for Building Intelligent Systems

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Being Productive with Open Models

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Evaluating AI Systems: Testing LLMs, RAG, and Agents

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Governing AI Systems

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Hands-On Agentic Engineering: A Practical Guide to Building Multi-Agent Systems

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The Agentic Enterprise: Deploying AI Agents Across the Modern Organization

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Using AI Agents for Data Engineering and Data Analysis

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Shipping AI: From Prototype to Production Systems

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The 2026 Guide to AI-Assisted Development

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The AI Engineering Handbook

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The Economics of AI: Cost, Latency, and Infrastructure Tradeoffs

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The Economics of Labor in the AI Era

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