What's the best way to start learning data analytics?

Summary

• Learn by doing on Databricks Free Edition — no credit card required — where you can write your first SQL query, build dashboards, and explore the same unified platform used by data professionals.
• Take free, role-aligned courses in Databricks Academy (self-paced, instructor-led, or blended), including SQL Analytics on Databricks and Get Started with Databricks for Data Warehousing.
• Use free live onboarding classes, a self-paced AI/BI overview course, product tours, bite-size video tutorials, and the Demo Center to build practical skills.
• Reference the official documentation at docs.databricks.com as you work through specific features.
• Validate your skills with a role-aligned Databricks certification once you are comfortable with the basics.

What's the best way to start learning data analytics?

The most effective way to start learning data analytics is to combine hands-on practice with structured courses. Databricks gives you both for free: a no-cost environment to experiment in, and role-aligned training that takes you from your first SQL query to building AI-powered dashboards.

Start hands-on with Databricks Free Edition

The most accessible entry point is Databricks Free Edition, which requires no credit card. Free Edition lets you explore and learn current data and AI technologies — whether you are writing your first SQL query, building an AI project, or preparing a class — on the same unified platform used by millions of professionals. You can create a Free Edition account and start experimenting immediately, and the Free Edition documentation walks you through the basics.

Learn with Databricks Academy

Databricks Academy offers structured, role-aligned learning paths in multiple formats — self-paced, instructor-led, and blended. For analytics beginners, good starting courses include:

• SQL Analytics on Databricks (self-paced, free, basic level) — learn to use Databricks for data analytics with a focus on Databricks SQL.
• Get Started with Databricks for Data Warehousing (instructor-led, free, basic level) — the foundations for building and managing AI-powered data warehouses.
• Databricks Get Started Days: SQL Analytics and BI (instructor-led, free) — basic skills for simple data analytics workflows.

Free training resources

Beyond Academy courses, Databricks provides complementary free resources you can use to learn, experiment, and build:

• Free live onboarding classes focused on SQL analytics and BI.
• A self-paced AI/BI overview training course and an in-depth author training course for data analysts.
• A Demo Center with dozens of installable demos, from dashboarding to machine learning.
• Product tours, bite-size video tutorials, and the official documentation at docs.databricks.com.

Work toward a certification

Once you are comfortable with the fundamentals, Databricks offers role-aligned certifications to validate your data and AI skills. A common path is to start with the free training courses and then pursue a certification exam.

FAQs

Is it free to start learning data analytics on Databricks?

Yes. Databricks Free Edition requires no credit card, and Databricks Academy offers free self-paced and instructor-led courses for analytics beginners.

Do I need to know how to code to get started?

No. You can begin with SQL-focused courses such as SQL Analytics on Databricks and AI/BI tools, then expand into other languages and techniques as you grow.

What should I learn first?

Start by running SQL queries and building dashboards in Free Edition, then take the SQL Analytics on Databricks course to build a structured foundation.