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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...

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$750 USD
Duration 4 hours
Course Code SQLAOD
Available Formats Classroom

Overview

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.

Prerequisites

  • 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.

Course Details

Data Discovery

  • Using Unity Catalog as a Data Discovery Tool
  • Understanding Data Object Ownership
  • Lab: Use Unity Catalog to Locate and Inspect Datasets

Data Importing

  • Ingesting Data into Databricks
  • Demo: Uploading Data to Databricks Using the UI
  • Demo: Programmatic Exploration and Data Ingestion to Unity Catalog
  • Lab: Import Data into Databricks

SQL Execution

  • Databricks SQL and Databricks SQL Warehouses
  • Demo: The Unified SQL Editor
  • Demo: Manipulate and Transform Data with Databricks SQL
  • Demo: Creating Views with Databricks SQL
  • Lab: Manipulate and Analyze a Table

Query Analysis

  • Databricks Photon and Optimization in Databricks
  • Demo: Query Insights
  • Best Practices for SQL Analytics

Schedule

FAQ

Does the course schedule include a Lunchbreak?

Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does Ascendient Learning deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

What does vendor-authorized training mean?

As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.

Is the training too basic, or will you go deep into technology?

It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.

How up-to-date are your courses and support materials?

We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.

Are your instructors seasoned trainers who have deep knowledge of the training topic?

Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.

Do you provide hands-on training and exercises in an actual lab environment?

Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.

Will you customize the training for our company’s specific needs and goals?

We will work with you to identify training needs and areas of growth.  We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.

How do I get started with certification?

Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.

Will I get access to content after I complete a course?

You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.

How do I request a W9 for Ascendient Learning?

View our filing status and how to request a W9.

Reviews

Easy to work with. Learning material pdfs were able to be printed out in color which was very nice to write on.

Labs and the study materials provided for Architecting on AWS course are very easy to understand and explains all the topics required to pass the Associate certification.

Very good material, the instructor was clear explaining the topics, and the labs were easy to follow it.

I thought the course was informative and the tools to go over the material were very nice.

Exit certified was great as it is very in depth and hands on learning which made it very easy to learn this type of work.