Join Barton Poulson for an in-depth discussion in this video Monitoring and anomaly detection, part of Big Data Foundations: Techniques and Concepts.
-- Big data can be helpful for letting people know…when unusual things happen…or possibly, when they're about to happen.…These kinds of notifications can fall…into two general categories,…although there are other systems…for describing notifications.…They are monitoring and anomaly detection.…At the risk of making the differences…between these two procedures sound bigger than it is,…here's how I describe each one:…Monitoring can be very helpful…when you know what you're looking for…and you need a notification when that thing occurs.…
It detects when a specific event occurs.…So you need to be able to specify the criterion in advance.…For example, a manufacturer needs to know…when one of their machines need maintenance,…so they may look at temperatures.…They may look at vibration levels.…They may look at a number of factors…that let them know that breakdown is imminent.…Take care of it now.…A doctor or nurse needs to know…when one of their patients' is sick.…They may be monitoring, for instance,…for temperature and pulse, and, if possible,…
Lynda.com is a PMI Registered Education Provider. This course qualifies for professional development units (PDUs). To view the activity and PDU details for this course, click here.
The PMI Registered Education Provider logo is a registered mark of the Project Management Institute, Inc.
- What makes big data "big"
- Understanding how big data impacts consumers, businesses, and research
- Exploring the intersection of data science and big data
- Facing big data's ethical challenges
- Understanding the sources and structures of big data
- Storing big data
- Prepping big data for analysis
Skill Level Beginner
What Is Big Data?
2. How Is Big Data used?
3. Big Data and Data Science
4. Ethics in Big Data
Challenges with anonymity5m 51s
5. Sources and Structures of Big Data
6. Storing Big Data
7. Preparing Data for Analysis
8. Big Data Analysis
Next steps1m 58s
- Mark as unwatched
- Mark all as unwatched
Are you sure you want to mark all the videos in this course as unwatched?
This will not affect your course history, your reports, or your certificates of completion for this course.Cancel
Take notes with your new membership!
Type in the entry box, then click Enter to save your note.
1:30Press on any video thumbnail to jump immediately to the timecode shown.
Notes are saved with you account but can also be exported as plain text, MS Word, PDF, Google Doc, or Evernote.