Databricks Get Started Days (Lakehouse Architecture + Data Warehousing)
Get Started with Lakehouse Architecture on Databricks
In this course, you will explore the Databricks Data Intelligence Platform from the perspective of platform architecture, specifically related to the platform foundation in lakehouse architecture. You will learn about the scope, vision, and capabilities of a platform founded in lakehouse architecture, with a focus on how Databricks integrates with a cloud platform’s architecture. You’ll learn about the key features of a successful lakehouse implementation, specifically how to adhere to the well-architected lakehouse framework, which emphasizes structural excellence through specific dimensions, principles and best practices. You’ll also learn about data architecture strategy for the acceleration of data and AI endeavors.
Get Started with Databricks for Data Warehousing
This course provides a comprehensive overview of Databricks’ modern approach to data warehousing, highlighting how a data lakehouse architecture combines the strengths of traditional data warehouses with the flexibility and scalability of the cloud. You’ll learn about the AI-driven features that enhance data transformation and analysis on the Databricks Data Intelligence Platform. Designed for data warehousing practitioners, this course provides you with the foundational information needed to begin building and managing high-performant, AI-powered data warehouses on Databricks.
This course is designed for those starting out in data warehousing and those who would like to execute data warehousing workloads on Databricks. Participants may also include data warehousing practitioners who are familiar with traditional data warehousing techniques and concepts and are looking to expand their understanding of how data warehousing workloads are executed on Databricks.
You can create a Databricks Free Edition account and try the follow-along demos in a hands-on environment.
Get Started with Lakehouse Architecture on Databricks
• A basic understanding of data engineering principles and topics such as data collection, extraction, ingestion, and transformation.
• Prior experience in data platform solutions architecture or similar areas of study.
Get Started with Databricks for Data Warehousing
• A basic understanding of data warehousing principles and topics such as database administration, SQL, data manipulation, and storage.
Outline
Get Started with Lakehouse Architecture on Databricks
Databricks Overview
Databricks Infrastructure
Databricks Data Intelligence Platform
Unity Catalog Overview
Databricks Workspace Walkthrough
Exploring Lakehouse Architecture
The Scope of Lakehouse Architecture
The Modern Data and AI Platform
Exploring the Guiding Principles of the Lakehouse
Building a Well-Architected Lakehouse
Integrating Databricks with Cloud Provider Environments
A Well-Architected Lakehouse Framework
Data Architecture Strategies
Get Started with Databricks for Data Warehousing
Databricks Overview
Databricks Infrastructure
Databricks Data Intelligence Platform
Unity Catalog Overview
Databricks Workspace Walkthrough
Using Databricks for Data Warehousing
Introduction to Data Warehousing with Databricks
Databricks SQL Warehouses
Delta Lake Overview
Using Delta Lake features with Databricks SQL
Data Ingestion and Transformation
Delta Lake UniForm
Data Ingestion Techniques Overview
Data Ingestion Techniques
Data Transformation
Exploring Data Transformation in Databricks
Data Orchestration and Querying Capabilities
Orchestration in Databricks
Setting up and Managing Serverless Workflows
Databricks Querying Capabilities
Data Presentation
Introduction to AI/BI
Creating a Dashboard in Databricks
Creating Genie Spaces
Data Warehousing Comprehensive Lab
Upcoming Public Classes
Date | Time | Your Local Time | Language | Price |
|---|---|---|---|---|
Sep 29 | 09 AM - 01 PM (America/Los_Angeles) | - | English | Free |
Oct 22 | 11 AM - 03 PM (Asia/Singapore) | - | English | Free |
Oct 27 | 01 PM - 05 PM (Europe/London) | - | English | Free |
Oct 29 | 09 AM - 01 PM (America/Los_Angeles) | - | English | Free |
Nov 19 | 11 AM - 03 PM (Asia/Singapore) | - | English | Free |
Nov 20 | 09 AM - 01 PM (America/Los_Angeles) | - | English | Free |
Nov 24 | 01 PM - 05 PM (Europe/London) | - | English | Free |
Dec 10 | 11 AM - 03 PM (Asia/Singapore) | - | English | Free |
Dec 15 | 01 PM - 05 PM (Europe/London) | - | English | Free |
Dec 16 | 09 AM - 01 PM (America/Los_Angeles) | - | English | Free |
Jan 21 | 11 AM - 03 PM (Asia/Singapore) | - | English | Free |
Jan 26 | 01 PM - 05 PM (Europe/London) | - | English | Free |
Jan 27 | 09 AM - 01 PM (America/Los_Angeles) | - | English | Free |
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 now
Instructor-Led
Public and private courses taught by expert instructors across half-day to two-day courses
Register now
Blended 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 now
Skills@Scale
Comprehensive training offering for large scale customers that includes learning elements for every style of learning. Inquire with your account executive for details
