Data Storage and Management with Delta Lake
In this course, you will learn about the data storage and management techniques essential to Delta Lake in the Databricks Lakehouse Platform. You’ll review the fundamentals of how to manage data with Delta Lake including some hands-on activities. Next, you will learn how data privacy and governance are handled when using Delta Lake so that personal information can be deleted for compliance and security. Data governance on Delta Lake includes understanding how Delta Sharing is used to securely share data both inside and outside your organization. Finally, you’ll learn how to optimize your platform’s performance when using Delta Lake with Spark in the Databricks Lakehouse Platform.
Ability to perform basic code development tasks using the Databricks Data Engineering & Data Science workspace (create clusters, run code in notebooks, use basic notebook operations, import repos from git, etc)
Intermediate programming experience with PySpark
Outline
Manage Data with Delta Lake
- Introduction to Delta Lake
- Schemas and tables
- Setting up Delta tables
- Loading data into Delta Lake
- Version and optimize Delta tables
Data Privacy Patterns
- Storing data securely
- Streaming data and CDF
- Deleting data in the Lakehouse
- Processing records with CDF
- Propagating deletes with CDF
Upcoming Public Classes
Date | Time | Language | Price |
---|---|---|---|
May 09 | 02 PM - 06 PM (Australia/Sydney) | English | $750.00 |
May 20 | 02 PM - 06 PM (Europe/London) | English | $750.00 |
May 21 | 02 PM - 06 PM (Asia/Kolkata) | English | $750.00 |
May 22 | 02 PM - 06 PM (America/New_York) | English | $750.00 |
Jun 25 | 02 PM - 06 PM (Asia/Kolkata) | English | $750.00 |
Jun 26 | 02 PM - 06 PM (Europe/London) | English | $750.00 |
Jun 28 | 09 AM - 01 PM (America/New_York) | English | $750.00 |
Jul 22 | 09 AM - 01 PM (America/Los_Angeles) | English | $750.00 |
Jul 23 | 08 AM - 12 PM (Europe/London) | English | $750.00 |
Jul 24 | 09 AM - 01 PM (Australia/Sydney) | English | $750.00 |
Public Class Registration
If your company has purchased success credits or has a learning subscription, please fill out the Training Request form. Otherwise, you can register below.
Private Class Request
If your company is interested in private training, please submit a request.
Registration options
Databricks has a delivery method for wherever you are on your learning journey
Self-Paced
Custom-fit learning paths for data, analytics, and AI roles and career paths through on-demand videos
Register nowInstructor-Led
Public and private courses taught by expert instructors across half-day to two-day courses
Register nowBlended Learning
Self-paced and weekly instructor-led sessions for every style of learner to optimize course completion and knowledge retention. Go to Subscriptions Catalog tab to purchase
Purchase nowSkills@Scale
Comprehensive training offering for large scale customers that includes learning elements for every style of learning. Inquire with your account executive for details
Upcoming Public Classes
Career Workshop/
March 20