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Databricks for Data Analytics
Introduction to Databricks
What Databricks Is (14:56)
What Apache Spark Is (11:23)
Course Resources
Getting Started With Databricks
Creating Your Free Databricks Account (3:51)
Exploring the Databricks Workspace (7:56)
Using Databricks as a Data Analyst (4:21)
Using Databricks as a Data Engineer (4:07)
Using Databricks as a Data Scientist (4:19)
Working With Databricks Notebooks (10:34)
Loading Data Into Databricks
Starting a SQL Warehouse (2:38)
Creating a Schema in Unity Catalog (2:00)
Uploading Files to a Volume (4:17)
Uploading Files as a Table (4:08)
Assignment: Loading Data Into Unity Catalog
Analyzing Data With Databricks SQL
Running Your First SQL Query (5:48)
Adding Visualizations to Your Query (5:00)
Adding Parameters to Your Query (6:20)
Creating Tables, Views and Materialized Views (6:42)
Assignment: Exploring Data Using SQL
Building AI/BI Dashboards
Preparing the Data With SQL (6:06)
Preparing the Data With Genie Code (5:18)
Building and Customizing the Dashboard (9:34)
Building the Dashboard With Genie Code (6:02)
Assignment: Building a Dashboard End to End
Analyzing Data With Genie Agents
Setting Up a Genie Agent (7:09)
Exploring Data With a Genie Agent (6:55)
Validating and Improving Genie Answers (5:33)
Assignment: Setting Up and Testing a Genie Agent
Comparing Databricks, Snowflake and Fabric
What a Data Platform Is (5:40)
Comparing Storage, Compute and Pricing (8:46)
Comparing Tools and Choosing a Platform (8:42)
Assignment: Loading Data Into Unity Catalog
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