The ASF Courses

Inference at Scale with Apache Beam

Learn to deploy and scale machine learning models efficiently using Apache Beam for distributed inference on CPUs and GPUs, with practical insights on parallelizing workloads.

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

Demystifying Apache Airflow - Separating Facts from Fiction

Unpack critiques of Apache Airflow, analyze its strengths and weaknesses, debunk myths, and compare with competitors. Make informed decisions about workflow management platforms.

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

The Free Lunch is Over: Dealing with Unstructured Data in the Era of LLMs

Explore unstructured data processing using ML, LLMs, and Apache tools. Learn to handle audio, images, and text with vector embeddings for natural language analysis in data engineering pipelines.

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

The Making of an Exabyte-scale Data Lakehouse Using Apache Ozone

Explore the creation of an exabyte-scale Data Lakehouse using Apache Ozone. Learn about integration efforts, scalability benefits, and optimizations for high-performance queries and reduced costs.

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

Iceberg REST Catalog: Benefits, Migration, and Extensions

Explore Apache Iceberg's REST catalog for unified, secure data access. Learn its benefits, migration process, and extended functionality beyond Spark and Flink. Gain insights for implementing REST catalog in your data infrastructure.

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

Building a Semantic and Metrics Layer Using Calcite

Explore semantic layers for efficient data management. Learn to define business views, query measures, and optimize performance using Apache Calcite's advanced features.

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

PRQL: A Modern Data Transformation Language Empowering Fintech Data Engineering and Analysis

Explore PRQL, a modern SQL alternative for data transformation in fintech. Learn its functional, pipelined approach and advanced features for efficient data analysis and engineering.

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

Through the Looking Glass: Key Architectural Choices in Flink and Kafka Streams

Explore architectural differences between Apache Flink and Kafka Streams, gaining insights into stream processing fundamentals and design choices for improved system performance.

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

Open Source in Africa and Why You Should be a Part of It

Explore Africa's impact through open source projects, learn about innovative solutions, and discover how to contribute to this growing movement.

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

AI and Fintech: How Apache Fineract Can Benefit from the Rise of the Machines

Explore leveraging AI to advance open source in fintech, focusing on Apache Fineract's potential benefits from machine learning advancements.

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

Streaming Incremental View Maintenance with Apache Calcite

Explore DBSP framework for streaming incremental computations, its implementation in Rust, and SQL query translation using Apache Calcite for efficient database stream processing.

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

Building Scalable and Resilient Event-Driven Applications with Apache Pulsar

Explore Apache Pulsar's capabilities for building scalable, resilient event-driven applications. Learn key concepts, best practices, and see a live demonstration of Pulsar's power in action.

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

Unlocking the Power of Multi-Protocol Messaging with Apache Pulsar

Explore Apache Pulsar's multi-protocol capability for building modern, distributed applications. Learn to design and deploy polyglot messaging systems using MQTT, Kafka, and AMQP protocols.

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

Declarative Reasoning with Timelines: The Next Step in Event Processing

Explore declarative reasoning with timelines for advanced event processing. Learn stream-native query abstractions and simplified time-based reasoning techniques for modern data processing challenges.

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

State of the Foundation 2023 - Community Over Code NA

Explore the ASF's 2023 achievements, future plans, and impact on open source in this executive address by Ruth Suehle at Community Over Code NA.

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