Delta Lake Courses and Certifications

Coursera

Apply Data Lake Transactions & Versioning

Master transactional data lake management with ACID guarantees, versioning, and schema evolution using open-source tools for reliable enterprise-grade data pipelines.

• Coursera
• 1 hour 42 minutes
• On-Demand
• Paid Course

Data Engineering with Spark Databricks Delta Lake Lakehouse

528 ratings at Udemy

Apache Spark Databricks Lakehouse Delta Lake Delta Tables Delta Caching Scala Python Data Engineering for beginners

• Udemy
• 5 hours 15 minutes
• On-Demand
• Paid Course

Edureka

Lakehouse Architecture and Delta Lake with Databricks

Master production-ready Lakehouse architectures with Delta Lake and Databricks, building Medallion pipelines, managing ACID transactions, and optimizing performance for enterprise data platforms.

• Coursera
• 12 hours 9 minutes
• On-Demand
• Paid Course

Pragmatic AI Labs

Data Engineering with Delta Lake on Databricks

Master production-ready data pipelines using Delta Live Tables and Medallion Architecture on Databricks through hands-on labs and a complete inventory management capstone project.

• Coursera
• 5 hours 9 minutes
• On-Demand
• Paid Course

Databricks

How to Build a Cloud Data Platform - Part 1: Architecture

Learn to build a unified cloud data platform using Delta Lake, combining data warehouses and lakes for improved reliability, performance, and operations.

• YouTube
• 1 hour 58 minutes
• On-Demand
• Free Video

Databricks

Growing the Delta Ecosystem - Delta-RS for Rust and Python

Explore delta-rs, a Rust library extending Delta Lake beyond Spark. Learn its current capabilities, roadmap, and real-world application in kafka-delta-ingest for high-throughput data transfer.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Databricks

Building End-to-End Delta Pipelines on GCP

Explore building end-to-end Delta pipelines on GCP, covering data reliability, performance, and the Bronze-Silver-Gold architecture pattern, with practical code examples and Big Query integration.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Databricks

Common Strategies for Improving Performance on Delta Lakehouse

Explore techniques to enhance Delta Lakehouse query performance, including data skipping, optimizing Z-Order, SQL partitions, and Delta Cache. Learn to analyze and tune queries for better results.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Databricks

Delta from a Data Engineer's Perspective - Creating Robust Big Data Solutions

Explore a data engineer's challenges in creating robust Big Data solutions, covering Delta, Spark streaming, schema enforcement, and time travel functionality in data processing.

• YouTube
• 41 minutes
• On-Demand
• Free Video

NashKnolX

Delta Format and Live Tables - Pioneering Data Innovation

Explore Delta format and Live tables, understanding their role in scalable big data pipelines and modern data engineering innovations.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Databricks

Optimizing MERGE Performance Using Liquid Clustering and Photon

Explore techniques to enhance MERGE operations using Liquid Clustering, Deletion Vectors, and Predictive I/O for Updates, improving performance and predictability in Delta Lake and Photon.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Databricks

Delta Merge Optimizations with Jodie Helpers

Explore Delta Merge optimization strategies, including data skipping and Change Data Feed implications, to enhance performance and handle failure scenarios in data lakehouse environments.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Databricks

Apache XTable - Interoperability Among Lakehouse Table Formats

Explore XTable, an open-source project enabling interoperability between lakehouse table formats like Hudi, Delta Lake, and Iceberg, simplifying data management and enhancing flexibility in cloud storage environments.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Databricks

Shaping the Future of Data in India's Premier Fashion E-Commerce Platform

Optimizing petabyte-scale clickstream data analysis for fashion e-commerce: Migration to Delta Lake enhances scalability, cost-efficiency, and performance in retail analytics.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Databricks

Using Delta-rs and Delta-Kernel-rs to Serve CDC Feeds

Explore integrating Change Data Feeds into serverless architectures using Delta-rs and Delta-kernel-rs to stream and process table changes without Apache Spark infrastructure complexity.

• YouTube
• 28 minutes
• On-Demand
• Free Video