Level: Intermediate to Advanced
Prerequisite: None
Mark Madsen
President
Third Nature
Mark Madsen works on the use of data, analytics, and AI to augment human decision-making and evolve organizational systems. Mark is president of Third Nature where he advises companies on data science and analytics strategy, product design, and data governance. He is also a Fellow emeritus from the Technology & Innovation Office at Teradata.
Mark spent the past 25 years working in the field of analytics and decision support, starting with AI at the University of Pittsburgh and autonomous robotics at Carnegie Mellon University, winning several international awards. Also, he is involved with emerging technology as a researcher, chairs events, is on several conference committees, is one of the faculty at TDWI, and is a member of the Data Engineering & Science Council.
Data integration is usually the slowest and most complex part of any data environment, whether it’s a one-off analytics project done by end users or a data warehouse built by IT. The market for data integration is in the midst of change as new technologies challenge assumptions about how integration should be done and who can do the work. It’s now possible for analysts to access, clean, and analyze data without IT involvement.
This course focuses on some of the tools and technologies that speed up the process of delivering data to users. Some of these are analyst focused, like self-service data preparation and analysis tools. Others are focused on challenges in the technology architecture, enabling IT to make data available more quickly.
Topics in this half-day course include self-service data integration, data preparation, exploratory profiling, data virtualization, automation, testing and test data management, making streaming data available to nonprogrammers, and rethinking assumptions about data integration and architecture. This course will include demos of some of the tools discussed.
You Will Learn
- The latest innovations for integrating and preparing data
- How these new technologies fit into your environment
- What to look for when evaluating these new technologies
Geared To
- Architects
- Analysts
- BI managers who want to understand the new integration technologies