Delta Lake Courses and Certifications

Databricks

Building a Multi-Petabyte Data Platform on Delta Lake at Zalando

Zalando's journey transforming multi-petabyte data platforms: challenges, strategies, and lessons learned in migrating to modern data-mesh architectures using Databricks and AWS ecosystems.

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

Databricks

Delta Lake 4.0 and Beyond - New Features and Future Developments

Explore the latest features of Delta Lake 4.0, the unified storage layer for data lakehouses, and get insights into its future developments from Databricks experts.

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

Databricks

How to Migrate from Snowflake to an Open Data Lakehouse Using Delta Lake UniForm

Explore Delta Lake UniForm's ability to create a single data set accessible across multiple open table formats, enhancing data lakehouse architecture efficiency and flexibility.

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

Databricks

Delta Tensor: Efficient Vector and Tensor Storage in Delta Lake

Efficient tensor storage solution for machine learning workflows, using chunking and sparse encoding to reduce IO costs and improve storage efficiency in cloud-native Lakehouse environments.

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

Databricks

Delta Lake for Polyglot Data and Machine Learning Workloads

Explore Delta Lake's power for data streams, analysis, and ML workloads. Learn about data quality monitoring, efficient job management, and leveraging Delta for auto-ML models and Spark Structured Streaming.

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

Databricks

Towards Multi-Table Transactions in Delta Lake

Explore managed-commits in Delta Lake: a new protocol enabling multi-table transactions, reliable commit semantics, and enhanced data governance for cloud storage-based data lakes.

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

Databricks

Delta Lake Liquid Clustering - Lightning-Fast Queries on Massive Datasets

Unlock blazing-fast query performance on petabyte-scale datasets with Delta Lake's Liquid Clustering technology and automatic data layout optimization.

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

Databricks

The Future of Open Table Formats - Delta Lake, Iceberg, and More

Explore the latest innovations in Delta Lake and Apache Iceberg, understanding what drives format evolution in open table technologies and their future direction.

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

Databricks

Delta Lake on the Data Mesh

Explore integrating Delta Lake with data mesh architecture using Nextdata OS to build autonomous data products that work seamlessly inside and outside Databricks platform.

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

Databricks

Get the Most of Your Delta Lake

Unlock Delta Lake's advanced features like Time Travel, Column Mapping, and Liquid Clustering to optimize data architecture and enable powerful analytics in your lakehouse environment.

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

Databricks

The Hitchhiker's Guide to Delta Lake Streaming in an Agentic Universe

Explore Delta Lake streaming best practices for AI-powered data engineering, covering workflow automation, clustering techniques, and agentic pipeline metadata strategies.

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

Data Science Conference

Transaction Log as the Heart of Delta Lake - Understanding Structure and Operations

Dive into the mechanics of Delta Lake's transaction log through hands-on PySpark exercises, exploring its structure, operations, and advantages over traditional data lakes.

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

Data Science Conference

Lakehouse Architecture with Delta Lake and Databricks

Dive into Lakehouse architecture fundamentals, exploring Delta Lake format and Databricks platform implementation for modern data management and analytics solutions.

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

DSDSD - Dutch Seminar on Data Systems Design

Tracking Row Identities and Changes in Delta Lake and Apache Iceberg Tables

Discover efficient techniques for tracking row identities and changes in Delta Lake and Apache Iceberg tables, focusing on unique sequence numbers and snapshot version differences.

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