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Fundamentals of Apache Iceberg

Fundamentals of Apache Iceberg

3hBeginner2024-11-08

Authors

Dremio

Dremio

Course details

In this course, get an introduction to the concept of data lake table formats with an in-depth look at the Apache Iceberg table format. Get an overview of the fundamentals of Apache Iceberg and its architecture. Learn what a table format is and the history behind table formats, how read and write transactions work in Apache Iceberg, what Copy-on-Write and Merge-on-Read are, and more.

Skills covered

ApacheFull-Stack Web DevelopmentWeb DevelopmentOpen SourceOne-Off

Concepts

0. Introduction

  • 01 - What is a data lakehouse
  • 02 - What is a table format

1. Apache Iceberg

  • 03 - Why was Apache Iceberg created
  • 04 - Apache Iceberg vs. Apache Hudi vs. Delta Lake
  • 05 - Read and write in Apache Iceberg
  • 06 - Partitioning in Apache Iceberg
  • 07 - Optimize Apache Iceberg tables
  • 08 - Apache Iceberg metadata tables
  • 09 - Apache Iceberg catalogs

2. Hands-On

  • 10 - Ingest data into Apache Iceberg with Dremio

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