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Machine learning with Python : density estimation.
- Format:
- Video
- Series:
- Sage research methods.
- Introduction to Data Science with Python ; 6.
- Introduction to Data Science with Python ; 6
- Language:
- English
- Subjects (All):
- Estimation theory.
- Python (Computer program language).
- Physical Description:
- 1 online resource (1 video file (00:13:43)) : sound, colour.
- Place of Publication:
- Somerset : Chirag Shah, 2018.
- Language Note:
- Closed-captions in English.
- Summary:
- Dr. Chirag Shah, PhD, explains how density estimation, a branch of unsupervised learning, can be determined using MeanShift in Python. Using an example based on artificially generated, 3-dimensional data points, the model is able to find centroids and labels. Considerations for real-world data are also provided.
- Participant:
- Academic, Chirag Shah PhD.
- Notes:
- Description based on XML content.
- ISBN:
- 9781526466433 (streaming video) :
- OCLC:
- 1091270270
- Access Restriction:
- Restricted for use by site license.
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