“The Microsoft Fabric implementation program gave our data engineering team a structured path from legacy pipelines to a modern lakehouse architecture.”
Enterprise Program Brief
Role-Based Certification PrepTrack: Databricks Certified Data Analyst AssociateOfficial Source: Databricks
DatabricksBeginner to Intermediate
Data Analysis with Databricks
This program aligns to the Databricks Certified Data Analyst Associate track and prepares teams to manage data, run analytics, and build dashboards with Databricks SQL and AI/BI capabilities. It covers platform understanding, governed data usage, query execution, performance awareness, and dashboard-oriented analysis.
Duration
2 days
Level
Beginner to Intermediate
Format
Virtual, On-site, or Hybrid
Language
English
Executive brief for stakeholdersDownload Program Brief (PDF)
In Demand
Databricks
Analytics and AI/BIBI
Governed SQL, dashboards, performance
Databricks SQL
SQL
On this page
Ideal for
Data AnalystAnalyticsCertification ReadinessTailored Team Delivery
Audience Profile
Built for these roles
Built for analysts who need to manage governed data, execute queries, analyze performance, and create dashboards using Databricks SQL and AI/BI capabilities.
Overview
Executive overview
Databricks analyst program aligned to data analyst associate skills across platform understanding, governed data access, SQL analytics, query performance, and dashboards.
Readiness
Prerequisites
- Comfort with SQL fundamentals.
- Basic reporting or dashboarding experience.
- Familiarity with core analytics workflows and business data concepts.
Program Outcomes
Capabilities your teams will gain
Work with governed datasets using Unity Catalog and Databricks SQL
Perform governed analytics and query workflows more effectively
Improve dashboard and visualization delivery on Databricks
Strengthen readiness for Databricks data analyst associate outcomes
Curriculum
Curriculum roadmap
1
AI/BI for Data Analysts
2
SQL Analytics on Databricks
1Module 1
Work with Databricks platform and AI/BI experiences
+
Module 1
Work with Databricks platform and AI/BI experiences
Understand the core Databricks analytics environment, governed data access, and the AI/BI capabilities analysts use to explore, organize, and share business insights.
- AI/BI for Data Analysts
2Module 2
Develop stronger SQL analytics and query performance skills
+
Module 2
Develop stronger SQL analytics and query performance skills
Use Databricks SQL to analyze data, build views and joins, improve query outcomes, and support dashboard-driven decision making.
- SQL Analytics on Databricks
Delivery Models
Delivery models
Virtual ILTOnsiteHybridExecutive WorkshopBootcampWeekend
Engagement Fit
Engagement fit
Certification readinessImplementation-focused labsPrivate cohort deliveryBeginner to Intermediate practitioner depth
Enterprise Customization
Enterprise customization
Tailor this program to your organization's priorities: Helps analyst teams move beyond basic querying into governed, performant analytics delivery on Databricks with stronger BI and SQL workflows.
- •Use your reporting use case and core datasets in the workshop
- •Add BI migration and SQL warehouse adoption scenarios
- •Extend into dashboard governance and semantic consistency practices
Credentials
Certification & official source
- •Databricks Certified Data Analyst Associate
Aligned to the official Databricks training catalog and certification guidance for this program.
View Databricks Training SourceResources
Program resources
Yes. Most enterprise clients prefer private delivery scoped to role mix, timezone, and rollout timeline. We align lab environments and scenarios to your tenant context where applicable.
Enterprise Proof
Trusted delivery outcomes
“We needed a partner who understood both the technical depth of Azure OpenAI and the governance requirements of an enterprise.”
Banking & Finance
Representative Enterprise Banking Team
The focus was not just on tooling knowledge, but on helping teams work from a shared operating model as they adopted a more modern data platform.
- Clearer platform operating model across teams
- Improved confidence in modern data stack adoption
Retail & E-commerce
Representative Retail Analytics Team
Instead of treating reporting as a tooling issue alone, the work focused on consistency, governance, and shared delivery practices across analysts and engineering teams.
- Higher consistency in report design practices
- Improved collaboration between analysts and engineering teams
Delivery Capability
Enterprise-grade instruction
MCT-led delivery
Programs led by Microsoft Certified Trainer practitioners
Enterprise program oversight
Founder-led specialist delivery with structured rollout planning
Global delivery
APAC · EMEA · Americas · Virtual & Onsite
Implementation-focused
Hands-on labs aligned to production scenarios
