Delta Lake Courses and Certifications

Databricks

Demystifying Delta Lake - Data Reliability for Data Lakes

Explore Delta Lake's reliability features for data lakes with Apache Spark creator Michael Armbrust. Learn about ACID transactions, metadata handling, and unified data processing.

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

Databricks

Diving into Delta Lake: How DELETE, UPDATE, and MERGE Work - Part 3

Explore Delta Lake's internals: DELETE, UPDATE, and MERGE operations, transaction log mechanics, and performance optimization techniques for efficient data management.

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

Databricks

Delta Lake 2.0 Overview - New Features and Community Collaborations

Overview of Delta Lake 2.0 features, integrations, and community collaboration. Highlights include data skipping, Change Data Feed, column mapping, multi-cluster S3 writes, and support for various languages and platforms.

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

Databricks

Delta Lake Roadmap 2021 H2 - Features Overview and Community Feedback

Overview of Delta Lake's 2021 roadmap, highlighting new features, integrations, and community-driven developments for enhanced data management and analytics capabilities.

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

Databricks

Building Lakehouses on Delta Lake with SQL Analytics

Learn to build lakehouses using Delta Lake, perform SQL analytics, and connect BI tools. Explore data management techniques, governance models, and implementation examples for efficient data processing and analysis.

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

Databricks

Make Reliable ETL Easy on Delta Lake

Learn to simplify ETL development on Delta Lake, improving data quality and scaling operations. Discover how Databricks streamlines the ETL lifecycle for efficient data engineering and management.

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

Databricks

Delta Lake Streaming - Internals and Query Progress Logs

Explore Delta Lake streaming internals, focusing on structured streaming components, Query Progress Logs, and checkpoint directories for efficient real-time data pipeline management.

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

Databricks

Boost Delta Lake Performance with Data Skipping and Z-Order

Explore data skipping and Z-ordering techniques to enhance Delta Lake performance, focusing on optimized partitioning strategies for improved read and write efficiency in large-scale data lakes.

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

Databricks

Engagement Activity Delta Lake for Einstein Analytics and Sales Cloud Einstein

Explore how Salesforce built an engagement activity platform using Delta Lake to support Einstein Analytics and Sales Cloud Einstein, covering data ingestion, incremental reads, and mutation handling.

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

Databricks

Delta Lake: Optimizing Merge Operations

Explore Delta Lake merge optimization techniques, including inner and full outer joins, partition pruning, and file pruning. Learn tips for handling large merges efficiently.

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

Databricks

Diving into Delta Lake: Understanding the Transaction Log

Explore Delta Lake's transaction log: its structure, functionality, and role in ACID transactions, metadata handling, time travel, and concurrent operations. Gain insights into this core component.

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

Databricks

Patterns and Operational Insights for Large-Scale Delta Lake Workloads

Explore effective Delta Lake patterns, optimization techniques, and operational insights for managing large-scale data workloads on Databricks, including streaming ETL, data enrichment, and analytics.

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

Databricks

Delta Lake 0.7.0 and Spark 3.0 - Ask Me Anything Session

Illuminating AMA session with Apache Spark and Delta Lake experts. Explore Spark 3.0 and Delta Lake's latest features, use cases, and development insights. Perfect for data engineers seeking cutting-edge knowledge.

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

Databricks

Real-Time Forecasting at Scale Using Delta Lake and Delta Caching

Explore real-time forecasting at scale using Delta Lake and Delta Caching. Learn efficient data sampling, storage, and caching techniques for handling massive datasets and achieving rapid forecast response times.

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

Databricks

Predictive Maintenance on IoT Data for Early Fault Detection with Delta Lake

Explore predictive maintenance using IoT data and Delta Lake for early fault detection. Learn about Industry 4.0 applications, data analytics, and machine learning techniques for improved efficiency and cost savings.

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