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Delta Lake Essentials

Covers Delta Lake features, performance, and reliability via ACID transactions. Discusses Apache Spark or standalone deployment, memory use, data partitioning strategies, the Delta Transaction Protocol, and more

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About this course

This course starts with an overview of what Delta Lake is, describes its features, discusses how Delta Lake improves performance, security, and reliability via ACID transactions, and how it works with both batch and streaming operations. Next, the course dives into Delta Lake deployment options with Apache Spark, or Delta Standalone, including best practices on memory usage and data partitioning, to keep workflows efficient and optimized. The last lesson covers Delta tables and transaction protocols. Get a deep dive into some of the more technical aspects of Delta Lake, such as the Delta Transaction Protocol, and features like time travel, advanced merge functions, history, and audits.

What's covered

What is Delta Lake?

  • Brief overview of Delta Lake
  • Notable features

Deployment and best practices

  • Spark & standalone deployment options
  • Best practices
  • Storage configuration

Delta tables, transaction protocol, and feature deep dives

  • Delta transaction protocol
  • Anatomy of a Delta table
  • Advanced uses of Delta Lake features

Curriculum47 min

  • Preview
    Course Topics 1 min
  • What is Delta Lake? 15 min
  • Deployment & Best Practices 14 min
  • Delta Tables, Transaction Protocol, & Feature Deep Dive 17 min
  • Quiz
  • Related Content
  • Blogs, articles, developer stuff

About this course

This course starts with an overview of what Delta Lake is, describes its features, discusses how Delta Lake improves performance, security, and reliability via ACID transactions, and how it works with both batch and streaming operations. Next, the course dives into Delta Lake deployment options with Apache Spark, or Delta Standalone, including best practices on memory usage and data partitioning, to keep workflows efficient and optimized. The last lesson covers Delta tables and transaction protocols. Get a deep dive into some of the more technical aspects of Delta Lake, such as the Delta Transaction Protocol, and features like time travel, advanced merge functions, history, and audits.

What's covered

What is Delta Lake?

  • Brief overview of Delta Lake
  • Notable features

Deployment and best practices

  • Spark & standalone deployment options
  • Best practices
  • Storage configuration

Delta tables, transaction protocol, and feature deep dives

  • Delta transaction protocol
  • Anatomy of a Delta table
  • Advanced uses of Delta Lake features

Curriculum47 min

  • Preview
    Course Topics 1 min
  • What is Delta Lake? 15 min
  • Deployment & Best Practices 14 min
  • Delta Tables, Transaction Protocol, & Feature Deep Dive 17 min
  • Quiz
  • Related Content
  • Blogs, articles, developer stuff

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