The ASF Courses

Monitoring Kubernetes Network Traffic Using eBPF

Discover how to leverage eBPF technology for effective monitoring and analysis of Kubernetes network traffic patterns in cloud-native environments.

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

Leveraging LLMs and Big Data - Building Know-how AI Agents

Discover how to build intelligent AI agents by combining large language models with big data, exploring practical implementation strategies and real-world applications.

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

Jingdong Algorithm Debug System - StarGazing Introduction

Discover how to effectively debug algorithms using Jingdong's StarGazing system, exploring its features and implementation in large-scale AI development environments.

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

RayII Java - A Java-Based Design and Implementation of Project Ray

Discover the innovative Java-based redesign of project Ray, exploring its architecture, implementation details, and practical applications in AI development.

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

AI Everywhere: Open Source and WebAssembly in Democratizing LLM Access

Explore how WebAssembly and open-source technologies are revolutionizing accessibility to Large Language Models, making AI more democratic and widely available.

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

Enhancing the Observability of LLM Using OTel and Auto Python Probe Injection

Discover how to enhance LLM observability using OpenTelemetry and Python probe injection techniques, focusing on practical implementation within Apache systems.

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

The Evolution of Data Infrastructure in the Age of LLM

Explore how Large Language Models are reshaping modern data infrastructure, examining key architectural changes and emerging best practices for scalable AI systems.

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

Stability and Performance Optimization Practices of HBase at Xiaomi

Discover key stability and performance optimization techniques for HBase systems, drawing from real-world implementations at Xiaomi's large-scale infrastructure.

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

Developing Soft Skills for a Successful Open Source Career

Master essential soft skills for thriving in open source communities, from effective communication and collaboration to building relationships and maintaining a growth mindset.

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

Apache Pulsar Deployment Practice in Cross-Kubernetes Cluster Scenarios

Explore cross-Kubernetes cluster deployment strategies for Apache Pulsar, focusing on practical implementation techniques and cloud-native infrastructure optimization.

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

Utilizing Real-Time Transit Data for Travel Optimization

Optimize travel using real-time transit data from NYC's MTA. Learn to process and analyze public data feeds with Apache tools for efficient route planning and decision-making.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video