Data Management Courses

The Full Stack

Data Management - FSDL 2022

Comprehensive overview of data management in ML, covering storage, processing, exploration, and versioning. Includes best practices and insights on self-supervised learning and data labeling.

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

Data Science Dojo

What Data Scientists Need to Know about Master Data Management - Future of MDM

Explore Master Data Management's role in data science, its implementation styles, unique features, and future trends. Learn how MDM enhances data accuracy and drives improved business outcomes.

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

Open Source for Energy Transition via Data Management

Explore how open-source data management drives energy transition, focusing on RTDIP's role in standardization, digitalization, and efficiency gains for global decarbonization efforts.

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

Docker

FarmOS: Open Source Farm Planning and Data Management with Docker

Overview of farmOS, an open-source farm planning and data management application utilizing Docker for easier database hosting by farmers. Highlights its role in agricultural technology and data management.

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

AGU

Putting Data to Work: Advancing Earth and Space Science Through Data Management

Explore the impact of open data and collaborative efforts in advancing Earth science research, focusing on data management, community initiatives, and the future of data-intensive scientific endeavors.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Becoming Cloud-Native: Shifting Data Management for Application Development

Explore cloud-native databases, their benefits, and how to choose the right one for your workload. Learn to apply cloud-native principles to the data layer for better application development.

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

DefCamp

Personal Medical Data Management Using Virtualized Symmetric 5G Data Channels

Explore innovative approaches to secure personal medical data management using virtualized symmetric 5G data channels, as presented at DefCamp 2022 by Associate Professor Razvan Bocu.

• YouTube
• 35 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

Kubernetes Clusters and Persistent Data Management - CNCF

Learn about persistent data in Kubernetes, including storage classes, installation, and practical applications. Explore encrypted volumes, database setup, and testing for robust cluster management.

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

CNCF [Cloud Native Computing Foundation]

Quantifying the Business Value of Cloud-Native Data Management

Explore quantifiable business value of cloud-native data management beyond loss prevention, including improved app migration, CI/CD pipeline efficiency, and comprehensive lifecycle cost analysis.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

Kubernetes Clusters and Persistent Data Management

Explore persistent data solutions for Kubernetes clusters, focusing on key benefits and best practices for managing stateful applications in cloud-native environments.

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

Oracle

Data Management for Your Next Generation Applications

Explore how a converged database streamlines infrastructure, eliminates complexity, and empowers developers to create innovative applications for next-generation business needs.

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

AGU

Data Management Fundamentals

Explore data management fundamentals, resources, and techniques for enhancing data discoverability and comprehension in scientific work and publications.

• YouTube
• 1 hour
• On-Demand
• Free Video

Simons Institute

A Unified Approach for Reverse Data Management Problems

Unified algorithm for reverse data management problems using ILP/LPs, solving both known and new cases efficiently while providing insights into complexity and tractability.

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

Data Science Dojo

Leveraging LLMs for Enterprise Data Management - Strategies and Applications

Explore essential LLM strategies for non-public data applications, including prompt engineering, fine-tuning, and Retrieval Augmented Generation. Learn to transform enterprise data processes with practical techniques and real-world examples.

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

GOTO Conferences

A Short Summary of the Last Decades of Data Management - GOTO 2024

Explore the evolution of data management over decades, from monolithic systems to open-source engines and cloud computing, examining key trends, successes, and failures in this trillion-dollar industry.

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