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Physics of data science and machine learning / Ijaz A. Rauf.
- Format:
- Book
- Author/Creator:
- Rauf, Ijaz A., author.
- Language:
- English
- Subjects (All):
- Physics--Data processing.
- Physics.
- Physics--Methodology.
- Machine learning.
- Data mining.
- Statistical mechanics.
- Quantum statistics.
- Probabilities.
- Mathematical optimization.
- Data Mining.
- Probability.
- Medical Subjects:
- Data Mining.
- Probability.
- Physical Description:
- 1 online resource (xvi, 194 pages) : illustrations.
- Edition:
- First edition.
- Place of Publication:
- Boca Raton : CRC Press, Taylor & Francis Group, 2022.
- Contents:
- An overview of classical mechanics
- An overview of quantum mechanics
- Probabilistic physics
- Design of experiments and analyses
- Basics of machine learning
- Prediction, optimization, and new knowledge development.
- Notes:
- Includes bibliographical references and index.
- Electronic reproduction. London Available via World Wide Web.
- Description based on print version record.
- ISBN:
- 9781003206743 (electronic bk.)
- 1003206743 (electronic bk.)
- Publisher Number:
- 99993703316
- Access Restriction:
- Restricted for use by site license.
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