Delta Lake Courses and Certifications

Databricks

Delta Kernel for Rust and Java - Building High-Performance Engine Integration

Discover how to build high-performance Delta Kernel libraries for seamless Delta table integration across engines like DuckDB and Clickhouse, plus explore new write support features.

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

Databricks

DoorDash Customer 360 Data Store and Its Evolution to Become an Entity Management Framework

Explore DoorDash's journey from Customer 360 Data Store to entity management framework, covering architecture evolution, scalability challenges, and data-driven personalization strategies.

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

Databricks

Selectively Overwrite Data With Delta Lake's Dynamic Insert Overwrite

Master Delta Lake's Dynamic Insert Overwrite for selective row updates, optimizing ETL performance and reducing costs in DBT-Databricks incremental models and SCD Type 2 workflows.

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

Databricks

Kernel, Catalog, Action! Reimagining Delta-Spark Connector with DSv2

Explore Delta Lake's architectural evolution through DSv2 APIs, Delta Kernel integration, and Catalog Commits for enhanced metadata management and query performance.

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

Databricks

Architecting for Data Quality in the Lakehouse with Delta Lake and PySpark

Learn techniques for ensuring data quality in lakehouses using Delta Lake and PySpark. Explore data observability, reliability lifecycle, and practical implementation of quality checks across metadata, storage, and query layers.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Master Databricks, SQL, data visualization, and management in the Lakehouse Platform for the Databricks Data Analyst Associate certification.

• DataCamp
• 1 day 4 hours
• On-Demand
• Free Trial Available

Data Management in Databricks

Learn data management in Databricks with Delta Lake, including ACID transactions, schema enforcement, and security.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Transform and Analyze Data with Microsoft Fabric

Learn how to transform and analyze data within your Microsoft Fabric account

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

How Delta Lake with Azure Databricks Can Accelerate Your Big Data Workloads by 100x

Explore advanced Delta Lake features on Azure Databricks for reliable, scalable data lakes. Learn optimizations for analytics and ML workloads, including file compaction, Z-Order partitioning, and unified batch/streaming.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

Databricks

Tech Talk - Top Tuning Tips for Spark 3.0 and Delta Lake on Databricks

Learn top tuning tips for Apache Spark 3.0 and Delta Lake on Databricks. Discover optimal join strategies, machine sizing, merge operation speedups, and job simplification techniques for enhanced big data processing.

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

Databricks

Multi-Table Transactions with LakeFS and Delta Lake - Tech Talk

Explore multi-table transactions using LakeFS and Delta Lake for collaborative data lake management, enabling CI/CD deployment and simplified multi-table pipelines in cloud storage systems.

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

Databricks

Building Data Quality Pipelines with Apache Spark and Delta Lake

Learn to build robust data quality pipelines using Apache Spark and Delta Lake. Explore rule templates, reporting models, and PowerBI integration for effective data remediation and self-healing in enterprise environments.

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

Databricks

How Apache Spark 3.0 and Delta Lake Enhance Data Lake Reliability

Discover performance enhancements in Apache Spark 3.0 and Delta Lake's data reliability features. Learn about Adaptive Query Execution, Dynamic Partition Pruning, and handling skewed queries for improved big data processing.

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

Databricks

Monitoring ML Models, IoT Data, and Quality Checks on Delta Lake - Quby's Approach

Discover how Quby monitors IoT data, ML models, and data quality using Databricks. Learn about Delta Lake, MLflow, and Slack integration for efficient data processing and model performance tracking.

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

Databricks

How Apache Spark 3.0 and Delta Lake Enhance Data Lake Reliability

Explore Apache Spark 3.0 and Delta Lake's enhancements for data lake reliability, including ACID transactions, schema enforcement, and time travel. Learn about performance improvements and new features in Databricks Runtime 7.0 Beta.

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