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Ted Dunning Elle Practical Machine Learning – A New Look at Anomaly (Paperback)
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eBay item number:335035471069
Item specifics
- Condition
- Book Title
- Practical Machine Learning – A New Look at Anomaly Detection
- Publication Name
- Practical Machine Learning: a New Look at Anomaly Detection
- Title
- Practical Machine Learning – A New Look at Anomaly Detection
- Format
- Trade Paperback
- ISBN-10
- 1491911603
- EAN
- 9781491911600
- ISBN
- 9781491911600
- Publisher
- O'reilly Media, Incorporated
- Genre
- Computing & Internet
- Release Date
- 30/09/2014
- Release Year
- 2014
- Language
- English
- Country/Region of Manufacture
- US
- Item Height
- 0.4in
- Item Length
- 8.9in
- Item Width
- 6in
- Item Weight
- 5 Oz
- Publication Year
- 2014
- Type
- Textbook
- Number of Pages
- 66 Pages
About this product
Product Information
Finding Data Anomalies You Didn't Know to Look For Anomaly detection is the detective work of machine learning: finding the unusual, catching the fraud, discovering strange activity in large and complex datasets. But, unlike Sherlock Holmes, you may not know what the puzzle is, much less what "suspects" you're looking for. This O'Reilly report uses practical examples to explain how the underlying concepts of anomaly detection work. From banking security to natural sciences, medicine, and marketing, anomaly detection has many useful applications in this age of big data. And the search for anomalies will intensify once the Internet of Things spawns even more new types of data. The concepts described in this report will help you tackle anomaly detection in your own project. Use probabilistic models to predict what's normal and contrast that to what you observe Set an adaptive threshold to determine which data falls outside of the normal range, using the t-digest algorithm Establish normal fluctuations in complex systems and signals (such as an EKG) with a more adaptive probablistic model Use historical data to discover anomalies in sporadic event streams, such as web traffic Learn how to use deviations in expected behavior to trigger fraud alerts
Product Identifiers
Publisher
O'reilly Media, Incorporated
ISBN-10
1491911603
ISBN-13
9781491911600
eBay Product ID (ePID)
202620087
Product Key Features
Publication Name
Practical Machine Learning: a New Look at Anomaly Detection
Format
Trade Paperback
Language
English
Publication Year
2014
Type
Textbook
Number of Pages
66 Pages
Dimensions
Item Length
8.9in
Item Height
0.4in
Item Width
6in
Item Weight
5 Oz
Additional Product Features
Lc Classification Number
Qa76.9.A25
Copyright Date
2014
Target Audience
Scholarly & Professional
Topic
Programming / Algorithms, Data Processing, Databases / General
Lccn
2014-451878
Dewey Decimal
005.8
Dewey Edition
23
Illustrated
Yes
Genre
Computers
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eBay item number:335035471069
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