Data Management Courses

Teacher's Tech

Google Sheets for Beginners - Advanced Data Management and Analysis - Lesson 2

Elevate your Google Sheets skills with advanced data management techniques, from efficient entry and organization to web data import, sorting, filtering, and mastering the IF function for dynamic spreadsheets.

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

Advanced CSI-FUSE Filesystem for AI/ML Data Management in Kubernetes

Explore advanced CSI-FUSE filesystem solutions for efficient AI/ML data management in Kubernetes, addressing cloud storage access challenges and enhancing performance through caching capabilities.

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

Leveraging Cloud-Native Technologies for Financial Data Management

Explore cloud-native technologies for collecting, storing, processing, analyzing, and visualizing financial data using Prometheus, Cortex, and other CNCF projects for high-scale time series management.

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

JSWORLD Conference

Vuex ORM – Relational Data Management in Vue

Explore managing complex relational data structures in Vue applications using Vuex ORM. Learn pain points, solutions, and practical implementation techniques for efficient data handling.

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

Paul G. Allen School

Research in Data Management - Challenges and Projects

Explore cutting-edge data management research, including VR/AR video databases, in-memory storage optimization, MapReduce frameworks, cardinality estimation, bias detection in OLAP queries, and automated query reasoning.

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

USENIX

Efficient Memory Overcommitment for I/O Passthrough Enabled VMs via Fine-grained Page Meta-data Management

Innovative approach for efficient memory management in virtualized systems, enhancing resource utilization while ensuring DMA safety through fine-grained page meta-data management.

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

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
• Self-Paced
• Free Video

Research Data Management Librarian Academy (RDMLA)

Research Data Management Librarian Academy [RDMLA Chinese | 中文版]

免費線上專業發展課程，聚焦研究資料管理知識與技能，適合圖書館員、資訊專業人員及從事資料密集型工作者，由RDMLA與臺大圖書館合作翻譯。

• Canvas Network
• Self-Paced
• Free Online Course

How Profisee Delivers Master Data Management in Azure

Discover how Profisee MDM integrates with Microsoft Purview to deliver certified, ready-to-use data from multiple sources, overcoming inconsistencies and duplications for improved data-driven decision-making.

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

Better Data Drives Better Analytics with Informatica Intelligent Data Management

Discover how Informatica's Intelligent Data Management Cloud enables real-time data integration and quality for Azure Synapse, ADLS, and Power BI, empowering businesses to create impactful analytics.

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

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
• Self-Paced
• Free Video

The Full Stack

Data Management - Full Stack Deep Learning - Spring 2021

Explore ML infrastructure for data management: ingestion, storage, processing, exploration, labeling, and versioning. Learn about tools and best practices for effective dataset handling in deep learning projects.

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

The Full Stack

Data Management - Full Stack Deep Learning - March 2019

Explore data management essentials: labeling, storage, versioning, and processing. Learn about data flywheels, annotation techniques, and efficient workflows for deep learning projects.

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