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Data Engineers & Architects

Modern Data Lakes: Apache Iceberg & Trino

4 weeks
0 Learners
eulerfoldeulerfold
Jul 23

“Open table formats that decouple storage from compute: the alternative to vendor lock-in. This comprehensive curriculum is designed to give you hands-on experience with Modern Data Lakes: Apache Iceberg & Trino.”

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About this Course

Open table formats that decouple storage from compute: the alternative to vendor lock-in. This comprehensive curriculum is designed to give you hands-on experience with Modern Data Lakes: Apache Iceberg & Trino. This Data Engineers & Architects curriculum is designed to give you hands-on experience and deep conceptual understanding. Across 4 intensive modules, you'll tackle real-world challenges and build practical projects that reinforce your learning. By the end of this journey, you'll have the skills and proof of work to demonstrate your expertise.

What you'll learn

Master the core concepts of apache iceberg architecture & table metadata.
Gain hands-on experience with table maintenance & file optimization.
Understand the architecture behind trino engine architecture & iceberg integration.
Implement production-grade lakehouse governance & object storage integration.

Prerequisites

intermediate Level

Requires basic familiarity with the tech stack.

  • Relational database concepts
  • Basic SQL queries

Ideal for

Data Engineers & Architects

Data Engineers
W1

Apache Iceberg Architecture & Table Metadata

Master the core concepts of apache iceberg architecture & table metadata.

3 videos•93m
3 readings
3 topics
1 homework
Learn

Topics

1.1
Data Lake evolution: Hive Tables vs Open Table Formats
8 minutes
1.2
Iceberg Architecture: Manifest Lists, Manifests & Data Files
49 minutes
1.3
Snapshot Isolation & Time Travel Queries
36 minutes

Study Resources

→2025 Guide to Architecting an Iceberg Lakehouse - MediumDeep Dive into Apache Iceberg Architecture: The ... - MediumApache Iceberg - Architecture Demystified - MediumApache Iceberg Architecture: Layers ExplainedApache Iceberg: A Complete Guide for Data EngineersUltimate Directory of Apache Iceberg ResourcesMastering Apache Iceberg for Scalable Data Lake Management→Deep Dive into Apache Iceberg Architecture: The ... - Medium→Apache Iceberg - Architecture Demystified - Medium
W2

Table Maintenance & File Optimization

Gain hands-on experience with table maintenance & file optimization.

3 videos•96m
3 readings
3 topics
1 homework
Learn
W3

Trino Engine Architecture & Iceberg Integration

Understand the architecture behind trino engine architecture & iceberg integration.

3 videos•108m
3 readings
3 topics
1 homework
Learn
W4

Lakehouse Governance & Object Storage Integration

Implement production-grade lakehouse governance & object storage integration.

3 videos•31m
3 readings
3 topics
1 homework
Learn
01

Learn

Watch curated videos and read study resources

02

Practice

Practice what you learned

03

Build Projects

Build projects using your new gained knowledge

04

Submit & Verify

Submit your project and get verified by our system

References

012025 Guide to Architecting an Iceberg Lakehouse - MediumDeep Dive into Apache Iceberg Architecture: The ... - MediumApache Iceberg - Architecture Demystified - MediumApache Iceberg Architecture: Layers ExplainedApache Iceberg: A Complete Guide for Data EngineersUltimate Directory of Apache Iceberg ResourcesMastering Apache Iceberg for Scalable Data Lake Management
02Deep Dive into Apache Iceberg Architecture: The ... - Medium
03Apache Iceberg - Architecture Demystified - Medium
04Solving the Small File Problem in Hadoop/S3
05Compress PDF online. Same PDF quality less file size
06Professional database administration training and certification courses
07O'Reilly Trino Guide | Starburst
08dbt Trino Iceberg | Data Workflow Optimization | Orchestra
09Genomics Data on D23.io: Iceberg + Trino + Superset... | PADISO Blog
10A Data Engineer's Guide to File Governance in the Lakehouse
11Governed Lakehouse Starter Package - Modern Data Architecture ...
12Databricks reference architectures (download) | Databricks on AWS

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