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Azure Databricks End-to-End

This Azure Databricks training teaches learners to architect and manage unified data analytics platforms. Learners master the core components of the Data Lakehouse, including data ingestion,...

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By Request
$800 USD
Duration 1 day
Course Code WA3815
Available Formats Classroom

Overview

This Azure Databricks training teaches learners to architect and manage unified data analytics platforms. Learners master the core components of the Data Lakehouse, including data ingestion, governance with Unity Catalog, and advanced visualization. After taking this course, learners have the practical skills to build robust Medallion architectures, automate reliable pipelines, and utilize AI-driven tools like the Azure Databricks Assistant to streamline operations and deliver actionable business insights.

Skills Gained

  • Deploy and configure Azure Databricks workspaces and clusters for optimal cost and performance
  • Implement the Medallion Architecture to transform raw data into high-quality assets using Delta Live Tables
  • Secure and govern data assets across the organization using Unity Catalog and lineage tracking
  • Automate complex data engineering workflows and schedule reliable production jobs
  • Build interactive AI/BI dashboards and integrate insights directly with Power BI
  • Accelerate code development and troubleshooting using the Azure Databricks Assistant

Who Can Benefit

Anyone involved with Enterprise Architecture, Solution Architecture, and relevant roles.

Prerequisites

Working knowledge of Microsoft Azure.

Course Details

Azure Databricks Overview

  • Introduction to Azure Databricks
  • Azure Databricks Architecture
  • Usage Comparisons
  • Workflow and Sample Flows
  • Review Questions

Azure Databricks Interface and Environment

  • Main Page and Sections
  • Compute Options: Clusters and Costs
  • Workspaces and Notebooks
  • Databricks SQL
  • Review Questions

Data Lakehouses and Unity Catalog

  • Introduction to Data Lakehouses
  • Unity Catalog and Governance
  • Data Access and Quality
  • Tracking and Auditing
  • Summary

Reference Architecture & Deployment Patterns

  • Medallion Architecture in Databricks
  • Azure Data Factory and Delta Live Tables
  • Cloud and Hybrid Integration Patterns
  • Healthcare Use Cases
  • Summary

EDA and AI/BI Dashboards

  • Data Visualization and EDA
  • Creating Visualizations and Dashboards
  • AI/BI Dashboards in Databricks
  • Integrations with Power BI
  • Summary

Data Workflows, Jobs & Pipelines

  • Databricks Workflows and Automation
  • Handling Errors and Scheduling Jobs
  • SCD Types and DataDisplay Notebooks
  • Creating and Running Jobs and Pipelines
  • Review Questions

Azure Databricks Assistant

  • Features and Usage
  • Code Generation and Genie Space
  • Integration with Dashboards
  • Review Questions

End-to-End Scenario

  • Comprehensive Scenario Implementation
  • Design Patterns and Anti-Patterns
  • Pipeline Issues and Troubleshooting
  • End-to-End Healthcare Pipeline
  • Summary
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Schedule

Upcoming Course Dates

There are currently no scheduled dates for this course. If you are interested in this course, contact us with the form below.

Contact Information
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FAQ

How do I get a Microsoft exam voucher?

Pearson Vue Exam vouchers can be requested and ordered with your course purchase or can be ordered separately by clicking here.

  • Vouchers are non-refundable and non-returnable. Vouchers expire 12 months from the date they are issued unless otherwise specified in the terms and conditions.
  • Voucher expiration dates cannot be extended. The exam must be taken by the expiration date printed on the voucher.

Do Microsoft courses come with post lab access?

Most Microsoft official courses will include post-lab access ranging from 30 to 180 calendar days after instructor led course delivery. A lab training key in class will be provided that can be leveraged to continue connecting to a remote lab environment for the individual course attendee.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour-long after 3-3.5 hours of the class day.

What languages are used to deliver training?

Microsoft courses are conducted in English unless otherwise specified.

Reviews

Course was great and informative. The instructor had a good flow and was very personable.

Good training. A lot to take in for the short amount of time we have though

The exit certified aws course provided a good introduction to the tools available on aws.

This course is important because we work at CSOC and it's applicable to our daily work.

Provided good amount of material and a great instructor to teach the material.