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.
- A working knowledge of using SQL for data analysis purposes.
- Be familiar with how data is created, stored, and managed.
- A basic understanding of statistical analysis.
- Understand the structure and defining characteristics of specific data formats such as CSV, JSON, TXT, and Parquet.
- Be familiar with the user interface of the Databricks Data Intelligence Platform.
Outline
Data Discovery
Using Unity Catalog as a Data Discovery Tool
Understanding Data Object Ownership
Use Unity Catalog to Locate and Inspect Datasets
Data Importing
Ingesting Data into Databricks
Uploading Data to Databricks Using the UI
Programmatic Exploration and Data Ingestion to Unity Catalog
Import Data into Databricks
SQL Execution
Databricks SQL and Databricks SQL Warehouses
The Unified SQL Editor
Manipulate and Transform Data with Databricks SQL
Creating Views with Databricks SQL
Manipulate and Analyze a Table
Query Analysis
Databricks Photon and Optimization in Databricks
Query Insights
Best Practices for SQL Analytics
Upcoming Public Classes
Date | Time | Language | Price |
|---|---|---|---|
May 13 | 09 AM - 01 PM (America/New_York) | English | $750.00 |
Jul 02 | 09 AM - 01 PM (Europe/London) | English | $750.00 |
Jul 11 | 01 PM - 05 PM (America/New_York) | English | $750.00 |
Aug 11 | 09 AM - 01 PM (Europe/London) | English | $750.00 |
Aug 13 | 09 AM - 01 PM (Asia/Kolkata) | English | $750.00 |
Aug 15 | 01 PM - 05 PM (America/New_York) | English | $750.00 |
Sep 09 | 01 PM - 05 PM (Europe/London) | English | $750.00 |
Sep 11 | 01 PM - 05 PM (Asia/Kolkata) | English | $750.00 |
Sep 12 | 09 AM - 01 PM (America/New_York) | English | $750.00 |
Oct 06 | 09 AM - 01 PM (Europe/London) | English | $750.00 |
Oct 07 | 01 PM - 05 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
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