Tutorials
The following tutorials are organized into three tracks and provide step-by-step instructions on how to build a data lake, ingest data, share, and secure data lakes using Amazon Lake Formation:
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Build a data lake and ingest data: Learn to build a data lake and use blueprints to move, store, catalog, clean, and organize your data. You will also learn to set up governed tables. A governed table is a new Amazon S3 table type that supports atomic, consistent, isolated, and durable (ACID) transactions.
Before you begin, make sure that you have completed the steps in Getting started with Lake Formation.
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Creating a data lake from an Amazon CloudTrail source
Create and load your first data lake by using your own CloudTrail logs as the data source.
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Creating a data lake from a JDBC source in Lake Formation
Create a data lake by using one of your JDBC-accessible data stores, such as a relational database, as the data source.
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Securing data lakes: Learn to use tag-based and row-level access controls to effectively secure and manage access to your data lakes.
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Setting up permissions for open table storage formats in Lake Formation
This tutorial demonstrates how to set up permissions for open source transactional table formats (Apache Iceberg, Apache Hudi, and Linux Foundation Delta Lake tables) in Lake Formation.
Managing a data lake using Lake Formation tag-based access control
Learn to manage access to the data within a data lake using tag-based access control in Lake Formation.
Securing data lakes with row-level access control
Learn to set up row-level permissions that allow you to restrict access to specific rows based on data compliance and governance policies in Lake Formation.
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Sharing data: Learn to securely share your data across Amazon Web Services accounts using tag-based access control (TBAC) and manage granular permissions on datasets shared between Amazon Web Services accounts.
Sharing a data lake using Lake Formation tag-based access control and named resources
In this tutorial, you learn how to securely share your data across Amazon Web Services accounts using Lake Formation.
Sharing a data lake using Lake Formation fine-grained access control
In this tutorial, you learn how to quickly and easily share datasets using Lake Formation when managing multiple Amazon Web Services accounts with Amazon Organizations.
Topics
- Creating a data lake from an Amazon CloudTrail source
- Creating a data lake from a JDBC source in Lake Formation
- Setting up permissions for open table storage formats in Lake Formation
- Managing a data lake using Lake Formation tag-based access control
- Securing data lakes with row-level access control
- Sharing a data lake using Lake Formation tag-based access control and named resources
- Sharing a data lake using Lake Formation fine-grained access control