Data Protection Courses

Getting ML Right in a Complex Data World

Explore efficient ML experimentation using data versioning tools to reproduce iterations, capture training data versions, and build intuitive infrastructure without duplicating resources.

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

Federated Learning - Unlocking the Value of Discrete Data for Enterprise

Explore federated learning's potential for enterprise collaboration, data privacy, and value extraction. Learn about FATE and OpenFL frameworks, and discover FedLCM for multi-cloud orchestration.

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

HotBPF++ - A More Powerful Memory Protection for the Linux Kernel

Explore HotBPF++, an advanced Linux kernel memory protection system. Learn about its automatic deployment, on-the-fly enabling, and lightweight design for preventing and detecting various memory corruptions beyond heap exploitation.

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

Data Doesn't Lie: How to Influence Open Source Programming Through Research

Discover how to impact open source communities through research participation. Learn about new collaboration pathways, rewards, and opportunities to influence decision-making in the open source ecosystem.

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

Controlling Data Overhead with the OpenTelemetry Collector

Learn to optimize OpenTelemetry data management: filter PII, clamp metrics, structure data, and process critical events using the collector for efficient observability practices.

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

The Evolution of the Open Data Ecosystem

Explore the evolution of open data ecosystems, addressing challenges in big data processing and introducing new approaches like data mesh and open APIs to streamline data management and accelerate value creation.

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

A MLOps Platform for All Data Personas

Explore IKEA's journey in developing a custom MLOps platform that addresses diverse data personas, standardizes model development, and leverages open-source components for efficient AI/ML productionization.

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

Relational Observability for Cloud-Native Security and Data Science

Explore SysFlow, a runtime observability framework for cloud-native security. Learn about its telemetry format, behavioral graphs, and tools for collecting and processing data in Kubernetes environments.

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

Data Mesh Community of Practice: What It Is, Why It's Hard, and How to Help Establish It

Explore data mesh framework: empowering domain-specific data management, challenges in implementation, and strategies for successful adoption. Share insights and experiences with fellow practitioners.

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

Inferencing Big Data with AI and Machine Learning in Metaverse

Explore advanced visualization techniques for big data in AR/VR, focusing on real-time inferencing, infrastructure needs, and cognitive AI agents for enhanced customer engagement.

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

DAMON, DAMOS, and DAMO: Kernel Subsystems and Tools for Data Access-Aware System Optimizations

Explore DAMON, DAMOS, and DAMO: Linux kernel subsystems and tools for efficient data access monitoring and optimization in memory-intensive systems. Learn architecture, design, and practical applications.

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

Presto Open Source SQL Engine for Massive Scale Data Lakehouses

Explore Presto's capabilities for fast, scalable SQL analytics across diverse data sources. Learn how major companies leverage it and see a demo on AWS. Discover Presto's open-source success and future enhancements.

• YouTube
• 51 minutes
• Self-Paced
• Conference Talk

AI/ML Data Pipeline Processing with Go Microservices at the Edge - Open Source Solution

Explore AI/ML data pipeline processing using Go microservices for edge computing in healthcare, featuring EdgeX Foundry, containerization, and distributed deployment strategies.

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

What's Interesting About OSS Developer Communities - A Conversation on Data Visualization and Modeling

Explore open-source community data visualization and modeling in this interactive brainstorming session. Share ideas on interpreting developer data and discover new analysis opportunities for OSS communities.

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

Bring Your Own Cloud: The Future of Secure Data Streaming Architectures

Explore "Bring Your Own Cloud" deployments for balancing data security and SaaS efficiency in streaming architectures. Learn about BYOC benefits, architecture, and implementation through expert insights and demonstrations.

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