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This course provides a comprehensive overview of Databricks’ modern approach to data warehousing, highlighting how a data lakehouse architecture combines the strengths of traditional data warehouses with the flexibility and scalability of the cloud. You’ll learn about the AI-driven features that enhance data transformation and analysis on the Databricks Data Intelligence Platform. Designed for data warehousing practitioners, this course provides you with the foundational information needed to begin building and managing high-performant, AI-powered data warehouses on Databricks.

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What You'll Learn

  • Databricks Overview
  • Using Databricks for Data Warehousing
  • Data Ingestion and Transformation
  • Data Orchestration and Querying Capabilities
  • Data Presentation

Who Should Attend

  • Data analysts, BI engineers and data-warehouse professionals exploring how the Databricks Lakehouse Platform supports data-warehousing workflows.
  • Professionals responsible for ingesting, transforming and analysing structured or semi-structured data using SQL, dashboards and BI tools.
  • Individuals with basic experience in SQL and data-warehousing concepts who want to understand how Databricks provides a unified analytics environment.
  • Team members considering migration from legacy data-warehouse systems to a modern lakehouse strategy and seeking foundational exposure to Databricks warehousing capabilities.
  • Learners looking to gain hands-on familiarity with Databricks SQL, lakehouse design patterns and the capabilities of Unity Catalog and serverless SQL warehouses.
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Prerequisites

The content was developed for participants with these skills/knowledge/abilities:  

  • A basic understanding of data warehousing principles and topics such as database administration, SQL, data manipulation, and storage.

Learning Journey

Coming Soon...

Module 1. Databricks Overview

  • Databricks Data Intelligence Platform
  • Databricks Workspace Walkthrough

Module 2. Using Databricks for Data Warehousing

  • Introduction to Data Warehousing with Databricks
  • Databricks SQL Warehouses
  • Delta Lake Overview
  • Using Delta Lake features with Databricks SQL

Module 3. Data Ingestion and Transformation

  • Delta Lake UniForm
  • Data Ingestion Techniques Overview
  • Data Ingestion Techniques
  • Data Transformation
  • Exploring Data Transformation in Databricks

Module 4. Data Orchestration and Querying Capabilities

  • Orchestration in Databricks
  • Setting up and Managing Serverless Lakeflow Jobs
  • Databricks Querying Capabilities

Module 5. Data Presentation

  • Introduction to AI/BI
  • Creating a Dashboard in Databricks
  • Creating AI/BI Genie Spaces
  • Data Warehousing Comprehensive Lab

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Frequently Asked Questions (FAQs)

None

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Course Curriculum

Course Curriculum

Training Schedule

Training Schedule

Exam & Certification

Exam & Certification

FAQs

Frequently Asked Questions

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