Azure Databricks Courses and Certifications

Deploy and maintain data pipelines and workloads with Azure Databricks

Deploy and maintain Azure Databricks data pipelines through Lakeflow Jobs, lifecycle automation, testing, monitoring, and Spark performance troubleshooting.

• Microsoft Learn
• 6 hours 11 minutes
• Self-Paced
• Free Online Course

Prepare and process data with Azure Databricks

Build Azure Databricks data workflows combining Unity Catalog modeling, multi-source ingestion, transformation, and data-quality enforcement.

• Microsoft Learn
• 7 hours 3 minutes
• Self-Paced
• Free Online Course

Build machine learning solutions using Azure Databricks

Build and operate machine learning solutions with Azure Databricks

• Microsoft Learn
• 8 hours 58 minutes
• Self-Paced
• Free Online Course

Implement a Data Analytics Solution with Azure Databricks

Provision an Azure Databricks workspace and use Spark, DataFrame APIs, Delta Lake time travel, and Lakeflow declarative pipelines and jobs to ingest, analyze, and deploy data workloads.

• Microsoft Learn
• 6 hours 55 minutes
• Self-Paced
• Free Online Course

Perform data science with Azure Databricks

Build end-to-end machine learning workflows in Azure Databricks, from Spark-based data preparation and model training to experiment tracking and deployment.

• Microsoft Learn
• 8-9 hours
• Self-Paced
• Free Online Course

Implement a data engineering solution with Azure Databricks

Implement data engineering workflows in Azure Databricks using streaming, Delta Live Tables, performance optimization, CI/CD, governance, and pipeline orchestration.

• Microsoft Learn
• 8 hours 7 minutes
• Self-Paced
• Free Online Course

SQLBits

Automating Azure Databricks Lakehouse Setup with BimlFlex - 20 Minute Guide

Automate a Lakehouse system for Azure Databricks using BimlFlex in just 20 minutes, streamlining your data management process.

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

SQLBits

Analyzing Big Data in Azure Cloud Using Spark and Databricks

Explore Azure Databricks' key features and Spark scenarios through demos, gaining insights on best practices for big data analysis in the Azure cloud.

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

Conf42

Cross-Cloud Analytics Pipelines with Azure Databricks

Discover how to build reliable cross-cloud analytics pipelines using Azure Databricks with Delta Lake optimization, incident management strategies, and cost control techniques.

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

Data lakes and Lakehouses with Spark and Azure Databricks

8 ratings at Udacity

Learn about the big data ecosystem and how to use Spark to work with massive datasets. Learners will also store big data in a data lake and develop Lakehouse architecture on the Azure Databricks platform.

• Udacity
• 14 hours
• Self-Paced
• Paid Course

Data Engineering using Databricks on AWS and Azure

2021 ratings at Udemy

Build Data Engineering Pipelines using Databricks core features such as Spark, Delta Lake, cloudFiles, etc.

• Udemy
• 18 hours 58 minutes
• Self-Paced
• Paid Course

Azure Data Engineering Masterclass: ADF, Databricks, PySpark

1580 ratings at Udemy

Build Production ETL Pipelines using Azure Data Factory, Azure Databricks, PySpark, SQL, Delta Lake, Spark Internals

• Udemy
• 1 day 4 hours 53 minutes
• Self-Paced
• Paid Course

Implement Generative AI engineering with Azure Databricks

Implement end-to-end generative AI systems in Azure Databricks, from RAG and fine-tuning to evaluation, responsible AI, and LLMOps.

• Microsoft Learn
• 6 hours 57 minutes
• Self-Paced
• Free Online Course

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