Databricks Courses and Certifications

Azure Databricks & Spark for Data Engineers:Hands-on Project

28022 ratings at Udemy

[Fully Refreshed 2026] Real World Project on Formula1 using Databricks, Spark, Delta Lake, Unity Catalog, Lakeflow Jobs

• Udemy
• 20 hours 22 minutes
• Self-Paced
• Paid Course

DP-750: Microsoft Azure Databricks Data Engineer Associate

80 ratings at Udemy

Pass the DP-750 Azure Databricks Data Engineer Associate Exam | PySpark, Lakeflow Pipelines, CI/CD, Lakehouse, ABAC, Job

• Udemy
• 25 hours
• Self-Paced
• Paid Course

Databricks Certified Associate Spark Developer Certification

54 ratings at Udemy

2026 | 2 practice tests included. Hands-on PySpark, DataFrames & Structured Streaming for the Databricks Certification

• Udemy
• 7 hours
• Self-Paced
• Paid Course

SQLBits

Designing Data Architectures That InfoSec Will Actually Approve

Learn to design secure data architectures using Azure services, addressing InfoSec concerns and avoiding common pitfalls in a production environment.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Anyscale

Scaling Video Ad Classification with Ray for Multi-Million Category Processing

Discover how to scale video ad classification to millions of categories using Ray and LLMs, featuring real-world implementation strategies from Vivvix and Databricks' successful collaboration.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Bryan Cafferky

Create a Spark Cluster - Master Databricks and Apache Spark Step by Step - Lesson 4

Create an Apache Spark cluster, compare Spark with Databricks, and query data using Zeppelin notebooks.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

SQLBits

Delta Live Tables - Building Reliable ETL Pipelines with Azure Databricks

Build fast, reliable, and scalable ETL pipelines using Delta Live Tables on Azure Databricks. Learn declarative approaches and see demos of simple and complex streaming pipelines.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

SQLBits

Azure Data Engineering Tools: Choosing Between Data Factory, Databricks, and Synapse Analytics

Explore Azure data engineering tools: Data Factory, Databricks, and Synapse Analytics. Learn their strengths, use cases, and how to choose the right one for your project.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Coursera

Mejores prácticas para el procesamiento de datos en Big Data

43 ratings at Coursera

Aprende buenas prácticas para procesar grandes volúmenes de datos con Databricks y manipular dataframes de Spark.

• Coursera
• 1 hour 34 minutes
• Self-Paced
• Paid Course

Bryan Cafferky

Master Databricks and Apache Spark - SparkR Usage - Lesson 35

Use SparkR to work with R on Databricks and Apache Spark, from DataFrames and SQL to transformations and joins.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Bryan Cafferky

Using SQL Window Functions in Databricks and Apache Spark - Lesson 16

Learn to use Spark SQL window functions in Databricks notebooks for cumulative totals, ranking, and aggregations alongside detailed rows.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Pragmatic AI Labs

MLOps Platforms From Zero - Databricks, MLFlow-MLRun-SKLearn

Build an end-to-end MLOps workflow, from Databricks AutoML and model registration to serving scikit-learn models through MLflow and AWS containers.

• YouTube
• 2 hours 26 minutes
• Self-Paced
• Free Video

Data Science Festival

Using MLflow and Databricks to Deploy ML Models in Production

Explore MLflow and Databricks for production ML model deployment. Learn end-to-end management, model tracking, and deployment strategies, plus Databricks' Feature Store and AutoML.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

CMU Database Group

Modern Data Warehouse Systems: BigQuery, Snowflake, Redshift, Databricks, and DuckDB - Lecture 25

Explore modern data warehouse architectures and cloud-native databases, comparing BigQuery, Snowflake, Redshift, Databricks, and DuckDB's unique features and use cases for data analytics.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Databricks - Master Azure Databricks for Data Engineers

3974 ratings at Udemy

Learn Azure Databricks for professional data engineers using PySpark and Spark SQL with an end-to-end capstone project

• Udemy
• 17 hours 34 minutes
• Self-Paced
• Paid Course