Data Management Courses

Advanced Cyberinfrastructure Training at RPI

Data Management from First Principles

Learn essential data management principles for research, including tools, metadata, and FAIR practices. Enhance project organization and efficiency.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Databricks

Data and AI World Tour 2024 Singapore - Breakout Sessions on Data Management and AI

Explore cutting-edge data and AI technologies with industry leaders. Learn about data management, warehousing, governance, and generative AI applications through real-world case studies and live demonstrations.

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

MLOps.community

AI in Healthcare - Integrating AI Solutions for Patient Engagement and Data Management

Explore AI's impact on healthcare with Eric Landry, discussing patient engagement, data management, and privacy concerns. Learn about benchmarking LLMs and developing innovative solutions to improve health outcomes.

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

MLOps.community

The Rise of Modern Data Management - MLOps Podcast #226

Explore modern data management practices, including data contracts and observability, to improve handling and decision-making in the age of AI and cloud computing.

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

LF Decentralized Trust

Harnessing Permissioned Blockchains for Security and Compliance in Healthcare Data Management

Explore how permissioned blockchains enhance security and compliance in healthcare data management, addressing vital concerns and revolutionizing patient record protection and clinical trial processes.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

LF Decentralized Trust

Edge Data Management for Cold Chain Shipments

Connect, track, and analyze cold chain shipments with edge data management. Capture temperature, fluid level, and sound data for full visibility. Receive alerts when measurements are out of range.

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

Confluent

Beyond a Lifetime of Data: Event-Driven Architecture for Long-Term Customer Data Management

Explore event-driven architecture for managing long-term customer data, addressing data quality issues, and evolving critical data structures in Social Security Administration systems.

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

CMU Database Group

Milvus: A Purpose-Built Vector Data Management System

Explore Milvus, a purpose-built vector data management system, and its applications in efficient similarity search and AI-powered data analysis.

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

Snorkel AI

Why GenAI Needs Careful Training Data Management

Explore the critical role of training data management in GenAI, including harmonization across stages and its impact on model effectiveness and safety in various domains and languages.

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

SQLBits

Accelerate Release Velocity and Quality with Modern DevOps Test Data Management Practices

Discover modern DevOps practices for on-demand, compliant data delivery in application development and analytics, addressing data sprawl and regulatory challenges in the Microsoft ecosystem.

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

The ASF

Application and Timing Data Management Solutions in the Context of Industrial Internet

Explore application and time series data management solutions for the Industrial Internet, addressing challenges and technologies in system engineering.

• YouTube
• 22 minutes
• 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

Enterprise Data Management with Large Language Models

Explore LLM strategies for enterprise data: prompt engineering, fine-tuning, and RAG. Learn to leverage language models effectively, transforming data processes with practical techniques and real-world examples.

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

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
• On-Demand
• Free Video

Mo Data, Mo Problems - Data Management Challenges

Explore data management challenges and solutions in the digital age, focusing on strategies to handle increasing volumes of information effectively.

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