The ASF Courses

Caching Framework for Exabyte-Scale Data Lakes

Optimize exabyte-scale data lakes with open-source caching framework. Improve performance, reduce costs, and tackle challenges in complex data environments using Hadoop, Parquet, Hudi, and Alluxio.

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

Snapshots for an Object Store: Challenges and Implementation in Apache Ozone

Explore challenges and design of snapshot feature for object storage systems, focusing on Apache Ozone. Learn about benefits over object versioning and implementation details.

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

Four Technical Value Drivers of a Data Lakehouse with Iceberg

Explore four key technical value drivers of data lakehouses and how Apache Iceberg enhances these capabilities for data practitioners across various roles.

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

When Hardware Fails, Ozone Prevails: Self-Healing Capabilities in Apache Ozone

Explore Ozone's self-healing capabilities for managing massive data storage, from single bit flips to complete node failures, ensuring data integrity at every stage.

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

Kafka Monitoring: What Matters - Key Metrics and Performance Indicators

Explore key metrics for monitoring Kafka at scale, focusing on lag performance. Learn to interpret indicators, create dashboards, and set up proactive alerts for effective troubleshooting.

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

New Features of Apache NiFi - Tips and Techniques

Explore Apache NiFi's latest features, processors, and best practices. Build efficient data flows using cutting-edge techniques, with tips and guides for optimal implementation.

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

Real-time AI Made Easy - Harnessing Generative AI Functions in Apache Kafka and Apache Pulsar

Harness Generative AI Functions in Apache Kafka and Pulsar for real-time AI applications. Explore Vector Search, Computing Embeddings, and Chat Completion use cases with a live demonstration.

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

Efficiently Stream Data into Your Medallion Architecture with Apache Hudi

Explore efficient data streaming into medallion architecture using Apache Hudi. Learn about record-level indexing, fast upserts, and database-style change data capture for optimized incremental processing.

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

Apache Impala's Latest Practices in Visionary Data Warehousing

Explore Apache Impala's latest practices in visionary data warehousing, covering priority scheduling, elastic computing, and materialized views. Gain insights from real-world applications and future prospects.

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

Best Practices for Multi-Engine Metrics Management Based on Apache Calcite

Explore advanced multi-engine metrics management using Apache Calcite. Learn virtual column and SQL Define Function techniques to streamline indicator maintenance and enhance data analysis efficiency.

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

Big Data Row and Column Mixed Permissions Fine Management Practice

Explore fine-grained data permission control using Apache Calcite and Gemini. Learn to extract precise access points and implement multi-dimensional mixed permissions for enhanced data security.

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

Apache Arrow DataFusion: Vectorized Execution Framework for Maximum Performance

Explore Apache Arrow DataFusion's architecture, extension capabilities, and use cases for high-performance data processing and query execution using vectorized execution and Rust implementation.

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

Exploring the Value of Self-Growth and Career Development in Open-Source Ecosystems

Discover how open-source communities fuel personal growth and career advancement. Learn to engage effectively, find your niche, and leverage the ecosystem for professional development and innovation.

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

Talking With Management About Open Source

Discover strategies for effectively communicating the value of open source to management, focusing on practical benefits and decision-making frameworks.

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

Community Sustainability: How Can Open Source Communities Be Sustainable

Explore strategies for building sustainable open source communities, focusing on clear value propositions, diverse participation, and transparent development practices based on The Apache Way.

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