Finding Ghosts in Your Data: Anomaly Detection Techniques with Examples in Python
by Kevin Feasel
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Finding Ghosts in Your Data
- Understand the intuition behind anomalies
- Convert your intuition into technical descriptions of anomalous data
- Detect anomalies using statistical tools, such as distributions, variance and standard deviation, robust statistics, and interquartile range
- Apply state-of-the-art anomaly detection techniques in the realms of clustering and time series analysis
- Work with common Python packages for outlier detection and time series analysis, such as scikit-learn, PyOD, and tslearn
- Develop a project from the ground up which finds anomalies in data, starting with simple arrays of numeric data and expanding to include multivariate inputs and even time series data
The book, Finding Ghosts in Your Data: Anomaly Detection Techniques with Examples in Python [Bulk, Wholesale, Quantity] ISBN#9781484288696 in Paperback by Kevin Feasel may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.
Details
- Publisher
- Apress
- Author
- Kevin Feasel
- Format
- Paperback
- Published
- Nov 10, 2022
- ISBN-13
- 9781484288696
- Pages
- 353
- Printing
- Printed on demand
Finding Ghosts in Your Data in bulk: pricing
Volume pricing applies automatically in your cart. No codes, no account needed.
| Copies | Price per copy | You save |
|---|---|---|
| 25 – 99 | $41.99 | 30% off list |
| 100 – 249 | $40.79 | 32% off list |
| 250 – 499 | $39.59 | 34% off list |
| 500 – 999 | $38.39 | 36% off list |
| 1,000+ | $37.19 | 38% off list |
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