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Data Warehousing with Databricks

This course is designed for data professionals who want to explore the data warehousing capabilities of Databricks. Assuming no prior knowledge of Databricks, it provides an introduction to leveraging Databricks as a modern cloud-based data warehousing solution. Learners will explore how use the Databricks Data Intelligence Platform to ingest, transform, govern, and analyze data efficiently using the industry-standard TCP-DI dataset as a reference. Learners will also explore Genie, an innovative Databricks feature that simplifies data exploration through natural language queries. By the end of this course, participants will be equipped with the foundational skills to implement and optimize a data warehouse using Databricks.


Languages Available: English | 日本語 | Português BR | 한국어

Skill Level
Associate
Duration
4h
Prerequisites

- Basic understanding of SQL and data querying concepts

- General knowledge of data warehousing concepts, including tables, schemas, and ETL/ELT processes is recommended

- Some experience with BI and/or data visualization tools is helpful but not required

Outline

Data Warehousing with Databricks


Databricks Overview

  • Data Warehousing with Databricks
  • Unity Catalog Overview
  • Databricks SQL Warehouses
  • Demo: Databricks SQL Warehouses


Ingesting and Transforming Data

  • Data Ingestion Techniques
  • Data Transformation
  • Demo: Ingesting Data
  • Demo: Exploring Data


Orchestration

  • Introduction to Workflows
  • Demo: Exploring Workflow Capabilities


Monitoring

  • Tagging
  • System Tables
  • Cost Optimization


Visualization

  • Introduction to AI/BI
  • Demo: Creating and Managing a Dashboard
  • Lab: Creating a Dashboard Lab


Genie

  • Introduction to Genie
  • Demo: Creating Genie Spaces
  • Lab: Genie Spaces Lab


Power BI Integration

  • Power BI Integration
  • Star Schema Overview

Upcoming Public Classes

Date
Time
Language
Price
Jul 24
01 PM - 05 PM (America/New_York)
English
$750.00
Aug 19
09 AM - 01 PM (America/New_York)
English
$750.00
Aug 20
09 AM - 01 PM (Europe/London)
English
$750.00
Aug 21
01 PM - 05 PM (Australia/Sydney)
English
$750.00
Sep 02
01 PM - 05 PM (America/New_York)
English
$750.00
Sep 03
09 AM - 01 PM (Europe/London)
English
$750.00
Sep 04
09 AM - 01 PM (Asia/Kolkata)
English
$750.00
Sep 29
01 PM - 05 PM (Europe/London)
English
$750.00
Sep 30
01 PM - 05 PM (Asia/Kolkata)
English
$750.00
Oct 01
09 AM - 01 PM (Asia/Kolkata)
English
$750.00
Oct 01
09 AM - 01 PM (America/New_York)
English
$750.00
Oct 02
09 AM - 01 PM (Europe/London)
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.

See all our registration options

Registration options

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Runtime

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Instructor-Led

Public and private courses taught by expert instructors across half-day to two-day courses

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Learning

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

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Scale

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

Upcoming Public Classes

Data Analyst

Data Analysis with Databricks

This course provides a comprehensive introduction to Databricks SQL. Learners will ingest data, write queries, produce visualizations and dashboards, and configure alerts. This course will prepare you to take the Databricks Certified Data Analyst Associate exam.

This course consists of two four-hour modules. 

SQL Analytics on Databricks

In this course, you'll learn how to effectively use Databricks for data analytics, with a specific focus on Databricks SQL. As a Databricks Data Analyst, your responsibilities will include finding relevant data, analyzing it for potential applications, and transforming it into formats that provide valuable business insights. 

You will also understand your role in managing data objects and how to manipulate them within the Databricks Data Intelligence Platform, using tools such as Notebooks, the SQL Editor, and Databricks SQL. 

Additionally, you will learn about the importance of Unity Catalog in managing data assets and the overall platform. Finally, the course will provide an overview of how Databricks facilitates performance optimization and teach you how to access Query Insights to understand the processes occurring behind the scenes when executing SQL analytics on Databricks.

AI/BI for Data Analysts

In this course, you’ll learn how to use the features Databricks provides for business intelligence needs: AI/BI Dashboards and AI/BI Genie. As a Databricks Data Analyst, you will be tasked with creating AI/BI Dashboards and AI/BI Genie Spaces within the platform, managing the access to these assets by stakeholders and necessary parties, and maintaining these assets as they are edited, refreshed, or decommissioned over the course of their lifespan. This course intends to instruct participants on how to design dashboards for business insights, share those with collaborators and stakeholders, and maintain those assets within the platform. Participants will also learn how to utilize AI/BI Genie Spaces to support self-service analytics through the creation and maintenance of these environments powered by the Databricks Data Intelligence Engine.

Languages Available: English | 日本語 | Português BR | 한국어
Paid
8h
Lab
instructor-led
Associate

Questions?

If you have any questions, please refer to our Frequently Asked Questions page.