Limited time · 90% off Premium Membership - claim $199 deal →
For Teams For Libraries Sign in
EN
Start unlimited
Catalog Courses Books Assets Newsletter Merch About Contact Blogs
Cart Sign in Start unlimited
Catalog / All levels / Databricks Certified Data Analyst Associate Exam Preparation with 10 Practice Exams
Mammoth Club All levels 7 sections 32 lectures

Databricks Certified Data Analyst Associate Exam Preparation with 10 Practice Exams

Unleash the power of your SQL skills on the massive scale of the Databricks Lakehouse. This program teaches you how to use the familiar language of SQL to query petabytes of data and build powerful analytics dashboards.

MC
Created by Team Mammoth
·
32 lectures
01
Skill level
All levels
02
Sections
7
03
Lectures
32
04
Instructor
Team Mammoth
What's inside

This course includes.

✓
7
Sections
✓
9
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content

Curriculum & lectures.

7 sections · 32 lectures
+ Section 0: Introduction 3 lectures Preview
Lecture 0.01 Welcome + What you will learn Locked
Lecture 0.02 Prerequisites Locked
Lecture 0.03 Quick Summary Locked
+ Section 1: Databricks SQL 7 lectures
Lecture 1.01: Introduction to Databricks SQL and the Lakehouse Locked
Lecture 1.02: Writing Queries in Databricks SQL – The Query Editor and Schema Browser Locked
Lecture 1.03: Building and Refreshing Dashboards in Databricks SQL Locked
Lecture 1.04: Databricks SQL Warehouses (Endpoints) and Compute Considerations Locked
Lecture 1.05: Ingesting Data into Databricks SQL – Partner Connect and Data Import Locked
Lecture 1.06: Connecting Databricks SQL to BI and Visualization Tools Locked
Lecture 1.07: Working with Batch and Streaming Data in Databricks SQL Locked
+ Section 2: Data Management 4 lectures
Lecture 2.01: Delta Lake Fundamentals – Reliable Data Management on the Lakehouse Locked
Lecture 2.02: Managed vs. Unmanaged Tables and Data Persistence Locked
Lecture 2.03: Working with Databases, Tables, and Views (DDL Operations) Locked
Lecture 2.04: Data Explorer and Table Security (Ownership and PII Considerations) Locked
+ Section 3: SQL in the Lakehouse 7 lectures
Lecture 3.01: SQL Query Fundamentals – SELECT, WHERE, and Filtering Data Locked
Lecture 3.02: Combining Data – JOINs and Subqueries in the Lakehouse Locked
Lecture 3.03: Aggregating Data – GROUP BY, CUBE, and ROLLUP Locked
Lecture 3.04: Advanced SQL – Window Functions and Handling Nested Data Locked
Lecture 3.05: Modifying Data with SQL – Inserts, Updates, Deletes, and Merge Locked
Lecture 3.06: Optimizing Query Performance – Caching, History, and Advanced Functions Locked
Lecture 3.07: From Silver to Gold – Cleaning and Enhancing Data with SQL Locked
+ Section 4: Data Visualization and Dashboarding 4 lectures
Lecture 4.01: Creating Basic Visualizations in Databricks SQL Locked
Lecture 4.02: Visualization Formatting and Data Storytelling Locked
Lecture 4.03: Building Interactive Dashboards with Multiple Visualizations Locked
Lecture 4.04: Dashboard Sharing, Scheduling, and Alerts Locked
+ Section 5: Analytics Applications 6 lectures
Lecture 5.01: Data Types in Analytics – Discrete vs. Continuous Variables Locked
Lecture 5.02: Descriptive Statistics – Measures of Center, Spread, and Shape Locked
Lecture 5.03: Data Enhancement Techniques – Deriving New Features Locked
Lecture 5.04: Data Blending – Combining Data from Multiple Sources Locked
Lecture 5.05: Last-Mile ETL – Tailoring Data Transformations to Project Needs Locked
Lecture 5.06: Wrap Up Locked
+ Section 6: Test Your Knowledge! 1 lecture
Lecture 6.01: Testing Material Locked
Description

About this course.

Master the tools and techniques for data analysis and visualization on the Databricks platform, learning how to write efficient SQL queries, manage query performance, and build insightful dashboards.


✅ Learn to navigate the Databricks SQL environment, manage SQL warehouses for optimal performance, and understand the Lakehouse architecture.

✅ Understand how to work with data objects in the Lakehouse, including creating and managing tables, views, and using Unity Catalog for governance.

✅ Write sophisticated SQL queries to analyze data, including working with complex data types, advanced functions, and window functions.

✅ Develop insightful visualizations and build interactive dashboards directly within Databricks to share your findings with stakeholders.


This course is designed for data analysts, BI professionals, and anyone with strong SQL skills who wants to perform analytics on the Databricks Lakehouse platform.


🎁 Includes 10 full-length practice exams. Sharpen your SQL skills. Analyze with clarity and speed.


If you're ready to use your analytical skills to unlock insights from big data and empower data-driven decisions, this course is your query plan.

Ready to start building?

Unleash the power of your SQL skills on the massive scale of the Databricks Lakehouse. This program teaches you how to use the familiar language of SQL to query petabytes of data and build powerful analytics dashboards.

Buy lifetime access →