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Overview
This course is designed for data professionals who want to explore the data warehousing capabilities of Databricks. Assuming no prior knowledge of Databricks, it provides an introduction to leveraging Databricks as a modern cloud-based data warehousing solution. Learners will explore how use the Databricks Data Intelligence Platform to ingest, transform, govern, and analyze data efficiently using the industry-standard TCP-DI dataset as a reference. Learners will also explore Genie, an innovative Databricks feature that simplifies data exploration through natural language queries. By the end of this course, participants will be equipped with the foundational skills to implement and optimize a data warehouse using Databricks.
Databricks Overview Ingesting and Transforming Data Orchestration Monitoring Visualization Genie Power BI Integration
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Data Warehousing with Databricks Databricks Overview Data Warehousing with Databricks Unity Catalog Overview Databricks SQL Warehouses Demo: Databricks SQL Warehouses Ingesting and Transforming Data Data Ingestion Techniques Data Transformation Demo: Ingesting Data Demo: Exploring Data Orchestration Introduction to Workflows Demo: Exploring Workflow Capabilities Monitoring Tagging System Tables Cost Optimization Visualization Introduction to AI/BI Demo: Creating and Managing a Dashboard Lab: Creating a Dashboard Lab Genie Introduction to Genie Demo: Creating Genie Spaces Lab: Genie Spaces Lab Power BI Integration Power BI Integration Star Schema Overview
Data Warehousing with Databricks
Databricks Overview
Ingesting and Transforming Data
Orchestration
Monitoring
Visualization
Genie
Power BI Integration
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