AI Ready Data Blueprints
From Raw Data to AI-Driven Innovation
📅
May 2026
📊
Intermediate
To Advanced
📚
200 Pages
⏱️
3h 13m
🌐
English
🏢
O'Reilly Media,
Inc.
Why This Book?
Transform your data infrastructure with proven patterns and expert guidance
🎯
Proven Patterns
Learn battle-tested data architecture patterns used by AWS customers worldwide
💡
Real-World Examples
Practical implementations with working code samples you can use immediately
🚀
AI-Ready Architecture
Build data foundations that support modern AI and ML workloads
🔧
AWS Best Practices
Learn directly from AWS experts with years of field experience
📊
Data Governance
Implement robust data governance and compliance frameworks
⚡
Performance at Scale
Design systems that handle enterprise-scale data volumes efficiently
Meet the Authors
Learn from AWS Solutions Architects with decades of combined experience
What You'll Learn
Comprehensive coverage of modern data architecture
1
Foundations of AI-Ready Data
Understanding data quality, governance, and architecture principles
2
Data Ingestion Patterns
Streaming and batch data ingestion architectures
3
Data Lake Architecture
Building scalable and secure data lakes on AWS
4
Data Transformation
ETL/ELT patterns and data processing frameworks
5
Machine Learning Data Pipelines
Feature engineering and ML data preparation
6
GenAI Data Requirements
Preparing data for generative AI applications