Data Protection Courses

ICTP-SAIFR

Towards Data-Driven Biological Physics: Learning the Dynamics of Pattern-Forming Systems - Class 2

Delve into data-driven biological physics principles and pattern formation systems, exploring dynamic learning approaches for understanding complex biological phenomena and their mathematical foundations.

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

ICTP-SAIFR

Towards Data-Driven Biological Physics: Learning the Dynamics of Pattern-Forming Systems - Class 1

Explore data-driven approaches in biological physics, focusing on pattern formation dynamics and learning systems through advanced analytical methods and real-world applications.

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

Elastic Data Streaming: Autoscaling Apache Kafka on Kubernetes

Discover how to implement autoscaling for Apache Kafka on Kubernetes, exploring key features like auto-rebalancing, node pools, and tiered storage for optimal cloud-native deployment and cost efficiency.

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

Orchestrating Quasi-Real Time Data Processing in the Computing Farm of the ATLAS Experiment at CERN

Discover how CERN's ATLAS experiment leverages Kubernetes to orchestrate massive data processing, managing 25,000 pods across 2,500 nodes for real-time physics event filtering at 5 TB/s.

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

Powering Applications with High-Volume Data and APIs in Kubernetes

Discover how Kubernetes SIG Apps has evolved to support diverse workloads, from stateless to stateful applications, while exploring its milestones, sub-projects, and future developments in cloud-native application management.

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

Fluent Bit - Building Better Pipelines for Observability and Telemetry Data Management

Discover how to build scalable data pipelines with Fluent Bit for efficient telemetry data collection, processing, and integration with Prometheus and OpenTelemetry formats.

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

Effective Data Platforming with Open Source Tools for Faster Insights

Discover how to build robust data streaming platforms using Strimzi, Kafka, and other open-source tools on Kubernetes, while learning architectural best practices and solutions to common challenges.

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

Designing and Implementing a Cloud Native Framework for Farm Data Analytics

Discover how cloud-native frameworks revolutionize farm data analytics, exploring a real-world implementation managing 1500 cows through KubeStellar and Software-Defined Farm paradigms for optimized agricultural operations.

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

Data Science Festival

Enhancing AI with Real-Time Data - Unlocking Contextual Insights

Discover how real-time data integration enhances AI systems, improves contextual understanding, and revolutionizes business workflows through advanced RAG techniques and cutting-edge implementation strategies.

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

Association for Computing Machinery (ACM)

Towards Automated Fact-checking and Communication of Data Claims

Explore automated fact-checking systems and data claim verification methods to enhance the accuracy and credibility of information communication in digital environments.

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

Association for Computing Machinery (ACM)

Disentangling Information from Mouse Movement Data

Explore innovative techniques for extracting and analyzing meaningful patterns from mouse movement data to enhance user interface design and interaction analysis.

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

Association for Computing Machinery (ACM)

Monitoring and Steering Conversational LLM Agents in Data Analysis with On-the-Fly Code Visualization

Explore innovative techniques for monitoring and guiding LLM agents during data analysis through real-time code visualization and conversational steering methods.

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

Association for Computing Machinery (ACM)

UIClip - A Data-driven Model for Assessing User Interface Design

Discover how data-driven models can revolutionize UI design assessment through innovative approaches to automated evaluation and quality measurement of user interfaces.

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

Association for Computing Machinery (ACM)

Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

Explore advanced techniques for enhancing AI-assisted data analysis through interactive methods and improved verification processes for more accurate analytical outcomes.

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

Association for Computing Machinery (ACM)

FathomGPT - A Natural Language Interface for Interactively Exploring Ocean Science Data

Explore an innovative natural language interface that revolutionizes ocean science data exploration and analysis through interactive visualization and AI-powered insights.

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