Delta Lake Courses and Certifications

Pragmatic AI Labs

Data Engineering with Delta Lake on Databricks

Build production ETL pipelines with Delta Live Tables on Databricks: declarative SQL and Python syntax, Auto Loader streaming ingestion, and bronze-silver-gold Medallion layers.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Edureka

Lakehouse Architecture and Delta Lake with Databricks

Design production-ready Lakehouse architectures on Databricks: build Bronze, Silver and Gold Medallion pipelines, manage ACID transactions and CDC, and optimize Delta tables with compaction and Liquid Clustering.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Edureka

Delta Lake and Medallion Architecture for AI and ML

Build reliable data pipelines with Delta Lake: ACID transactions, Time Travel, MERGE, PySpark transformations, OPTIMIZE and Z-Ordering, and Bronze, Silver, and Gold Medallion layers for AI/ML.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

The Pace of Innovation in Delta Lake

Explore the rapid advancements and innovative features of Delta Lake, enhancing data reliability and performance in modern data architectures.

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

Delta Lake - Diving into Data Lakes Without the Downsides

Explore Delta Lake's innovative approach to data management, offering enhanced reliability and performance for large-scale analytics without traditional data lake drawbacks.

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

Getting Started with Delta Lake

Learn to create a Lakehouse architecture with Delta Lake, an open-source storage framework. Explore data reliability challenges, hands-on examples, and benefits for big data use cases in modern data engineering.

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

NashKnolX

Getting Started with Delta Lake on Databricks

Explore Delta Lake's optimized data storage in Databricks, enhancing query performance and enabling time travel while reducing system complexity.

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

StreamNative

Building Reliable Lakehouses with Apache Pulsar and Delta Lake

Discover how Delta Lake enhances data lakes with transactional capabilities, exploring its integration with Apache Pulsar and other processing systems for building reliable data lakehouses.

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

Coursera

Data Management with Databricks: Big Data with Delta Lakes

32 ratings at Coursera

Build Delta Tables in Databricks: write and transform data with Python, query with SQL, and use merge operations and version control for a supply chain dashboard.

• Coursera
• 1 hour 48 minutes
• Self-Paced
• Paid Course

Coursera

Apply Data Lake Transactions & Versioning

Convert Parquet tables to transactional Delta format, run atomic writes and conditional deletes, query historical versions for auditing and rollback, and manage schema evolution safely.

• Coursera
• 2 weeks, 1 hour a week
• Self-Paced
• Paid 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

Databricks | Spark ETL & Delta Lake Data Engineering Mastery

109 ratings at Udemy

Learn Databricks from Spark ETL to Unity Catalog and Medallion pipelines to build scalable, high-impact data workflows

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

Apache Spark with PySpark 2026: Zero to Expert + Delta Lake

71 ratings at Udemy

The Complete Hands-On Course | PySpark 4 + Delta Lake 3 + Structured Streaming + Real-Time Projects | Databricks

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

Data Management in Databricks

934 ratings at DataCamp

Build a Strong Foundation with Delta Lake This course equips you with the skills to manage data effectively in Databricks, leveraging tools like Delta Lake and Databricks’ Data Explorer.

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

SQLBits

Declarative ETL Pipelines with Delta Live Tables - Modern Software Engineering for Data Analysts and Engineers

Modernize ETL pipelines using Delta Live Tables for efficient data management. Learn development, production, and best practices for reliable, testable, and scalable data processing.

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