Overview

This course provides a comprehensive foundation in using Databricks SQL for business intelligence and data analysis. Designed for data analysts and BI professionals, the course teaches learners to ingest data, write and optimise SQL queries, build interactive dashboards, and use AI-enhanced tools to drive insights. Learners will explore tools including Unity Catalog, Databricks SQL Editor, and the AI/BI Genie, all powered by the Databricks Data Intelligence Platform.

The course content also prepares participants for the Databricks Certified Data Analyst Associate exam, making it a valuable option for both upskilling and certification preparation.

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Prerequisites

Participants should have:

  • A working knowledge of SQL for data analysis. Learners should have attended QATSQL or have equivalent knowledge.
  • Familiarity with data formats such as CSV, JSON, TXT, and Parquet
  • Understanding of how data is created, stored, and managed
  • Prior experience or familiarity with the Databricks Workspace UI
  • A basic understanding of dashboard use in business intelligence

Target audience

This course is ideal for:

  • Data analysts and BI professionals looking to use Databricks for SQL-based analytics
  • Business professionals seeking to convert raw data into actionable insights
  • Teams responsible for producing dashboards, reporting tools, and automated alerts
  • Organisations adopting Databricks to scale data intelligence and self-service analytics
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Delegates will learn how to

By the end of this course, learners will be able to:

  • Ingest and transform data using Databricks SQL tools and best practices
  • Navigate Unity Catalog to explore, manage, and validate data assets
  • Build SQL queries, views, and aggregations to generate business insights
  • Optimise performance and troubleshoot queries using Databricks Photon and Query Insights
  • Design and share AI/BI Dashboards to meet stakeholder needs
  • Use AI/BI Genie Spaces to enable self-service analytics
  • Manage access, updates, and lifecycle of business intelligence assets
  • Prepare for and pursue the Databricks Certified Data Analyst Associate credential

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Outline

SQL analytics on Databricks

Data discovery

  • Using Unity Catalog as a discovery tool
  • Understanding data object ownership
  • Locating and inspecting datasets

Data importing

  • Uploading data via the Databricks UI
  • Ingesting data into Unity Catalog programmatically
  • Importing various formats including CSV and Parquet

SQL execution

  • Introduction to Databricks SQL and SQL Warehouses
  • Using the unified SQL Editor
  • Writing queries for data transformation and manipulation
  • Creating views and analysing structured tables

Query analysis

  • Understanding Photon query engine and performance optimisation
  • Using Query Insights to evaluate query behaviour
  • Applying best practices for efficient SQL analytics

AI/BI for data analysts

Dashboards and visualisations in Databricks

  • Introduction to AI/BI Dashboards
  • Writing just enough SQL for dashboard development
  • Designing datasets and adding summary statistics
  • Creating and customising dashboard visualisations
  • Applying filters and sharing dashboards with stakeholders
  • Managing dashboards in production environments
  • Lab activity: Creating and sharing interactive dashboards

AI/BI Genie

  • Overview of AI/BI Genie and its capabilities
  • Developing and maintaining Genie Spaces
  • Enabling self-service analytics within Genie environments
  • Lab activity: AI/BI Genie development for business use cases

Exams and assessments

This course does not include formal exams. However, participants will complete lab-based tasks, guided exercises, and knowledge checks designed to reinforce practical understanding.

Those wishing to validate their skills are encouraged to pursue the Databricks Certified Data Analyst Associate exam following course completion.

Hands-on learning

The course includes:

  • Guided labs on importing data, writing queries, and generating visualisations
  • Dashboard design and management exercises using real-world scenarios
  • AI/BI Genie labs to simulate the creation of collaborative analytic environments
  • Access to Databricks Data Intelligence Platform for hands-on experimentation

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Databricks training partner

Maximize your data and AI potential with Databricks certified training. Bridge skills gaps across your organization to accelerate data-driven innovation, by enabling teams to scale insights and deploy AI for business growth.

Why choose QA

  • Expert instructors: Learn from experienced professionals with expertise in Data Analytics and Databricks.
  • Hands-on learning: Engage in practical exercises, labs, and real-world use cases.
  • End-to-end learning solutions: From foundational concepts to certification preparation, ensuring continuous professional development.
  • Recognized Databricks training partner: Trusted by leading enterprises for AI/ML upskilling.
Need to know

Frequently asked questions

How can I create an account on myQA.com?

There are a number of ways to create an account. If you are a self-funder, simply select the "Create account" option on the login page.

If you have been booked onto a course by your company, you will receive a confirmation email. From this email, select "Sign into myQA" and you will be taken to the "Create account" page. Complete all of the details and select "Create account".

If you have the booking number you can also go here and select the "I have a booking number" option. Enter the booking reference and your surname. If the details match, you will be taken to the "Create account" page from where you can enter your details and confirm your account.

Find more answers to frequently asked questions in our FAQs: Bookings & Cancellations page.

How do QA’s virtual classroom courses work?

Our virtual classroom courses allow you to access award-winning classroom training, without leaving your home or office. Our learning professionals are specially trained on how to interact with remote attendees and our remote labs ensure all participants can take part in hands-on exercises wherever they are.

We use the WebEx video conferencing platform by Cisco. Before you book, check that you meet the WebEx system requirements and run a test meeting to ensure the software is compatible with your firewall settings. If it doesn’t work, try adjusting your settings or contact your IT department about permitting the website.

How do QA’s online courses work?

QA online courses, also commonly known as distance learning courses or elearning courses, take the form of interactive software designed for individual learning, but you will also have access to full support from our subject-matter experts for the duration of your course. When you book a QA online learning course you will receive immediate access to it through our e-learning platform and you can start to learn straight away, from any compatible device. Access to the online learning platform is valid for one year from the booking date.

All courses are built around case studies and presented in an engaging format, which includes storytelling elements, video, audio and humour. Every case study is supported by sample documents and a collection of Knowledge Nuggets that provide more in-depth detail on the wider processes.

When will I receive my joining instructions?

Joining instructions for QA courses are sent two weeks prior to the course start date, or immediately if the booking is confirmed within this timeframe. For course bookings made via QA but delivered by a third-party supplier, joining instructions are sent to attendees prior to the training course, but timescales vary depending on each supplier’s terms. Read more FAQs.

When will I receive my certificate?

Certificates of Achievement are issued at the end the course, either as a hard copy or via email. Read more here.

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