Data Protection Courses

NullSafe Architect

Tutorial Minio - Domina la Solución para Persistencia de Objetos en Data Lakes y Aplicaciones

Domina Minio para almacenamiento de objetos, desde la configuración inicial hasta la integración con Python, incluyendo CLI y montaje de carpetas para gestión eficiente de datos.

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

Simons Institute

Distribution Shift in Ecological Data - Generalization vs. Specialization

Explore the balance between general and specific computer vision approaches for ecological challenges, focusing on data shifts, adaptation methods, and real-world applications.

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

Simons Institute

The Data Addition Dilemma: Navigating Distribution Shifts in Machine Learning

Explore the complexities of combining data sources in machine learning, examining when adding more data helps or hurts model performance and fairness across different distributions.

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

Simons Institute

Adaptive Data Collection via Autoregressive Generation in News Recommendation Systems

Discover how autoregressive models can enhance adaptive data collection and decision-making through Thompson sampling, with applications in news recommendation systems and cold-start problems.

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

Data Science Festival

Mastering Data-Centric Engineering - 12 Principles for Success

Discover 12 essential principles for building scalable, testable data-centric applications across architecture, quality, audit, and consumption, drawing from real-world engineering experiences.

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

SNIAVideo

Smart Data Accelerator Interface (SDXI) - Use Cases, Proof Points and Future Development

Explore SNIA's Smart Data Accelerator Interface standard, covering use cases in AI, implementation demos, v1.1 features, and opportunities to contribute to this emerging memory-to-memory data movement technology.

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

SNIAVideo

Sustainability Initiatives in Data Center Storage - Open Compute Project Overview

Explore OCP's datacenter sustainability initiatives, focusing on power metrics, carbon transparency, and circular economy strategies for storage systems and media implementation.

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

SNIAVideo

The Role of Flash in Data Ingestion Within the AI Pipeline

Explore how flash storage revolutionizes data ingestion for AI pipelines, focusing on scalability challenges, performance demands, and efficient solutions for modern AI infrastructure deployment.

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

SNIAVideo

Reinventing Data Storage for the Yottabyte Era

Explore the future of data storage technology, focusing on ceramic solutions and infrastructure challenges for managing projected 2.5 Yottabyte capacity needs by 2050, with emphasis on sustainability and scalability.

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

SNIAVideo

End-to-End System Design for DNA Data Storage

Explore the groundbreaking potential of DNA data storage systems, from core components to real-world implementation challenges, focusing on scalability, automation, and environmental impact.

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

SNIAVideo

Redfish and Swordfish: Data Sources for Predictive Models and Decision Making in Datacenters

Discover how Redfish and Swordfish instrumentation can optimize datacenter operations through predictive modeling, enabling better asset utilization, power management, and infrastructure decisions.

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

SNIAVideo

Accelerating Data Movement with Peer-to-Peer Direct Memory Access (P2PDMA) Technology

Delve into advanced P2PDMA technology for optimizing data transfers between PCIe devices, focusing on AI applications, computational storage, and practical implementation strategies.

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

SNIAVideo

Building a Swordfish Storage Management Data Collection Tool

Discover how to build and implement a Swordfish poller tool for efficient storage management, data collection, and system health monitoring across diverse storage infrastructures using SNIA/DMTF standards.

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

SNIAVideo

Challenges and Opportunities in Storage Security - Data Center Security and Sustainability

Explore evolving storage security trends, from quantum computing challenges to data sanitization requirements, while understanding implementation strategies for secure and sustainable datacenter operations.

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

SNIAVideo

Data Redundancy and Scrubbing with RAID Offload Technology

Discover how RAID offload technology optimizes data redundancy solutions, reducing CPU and memory overhead while scaling performance with NVMe SSDs for efficient storage systems.

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