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Title:
Mathematical Foundations of Data Science
Author:
Hrycej, Tomas. author.
ISBN:
9783031190742
Edition:
1st ed. 2023.
Physical Description:
XIII, 213 p. 108 illus., 98 illus. in color. online resource.
Series:
Texts in Computer Science,
Contents:
1. Data Science and its Tasks -- 2. Application Specific Mappings and Measuring the Fit to Data -- 3. Data Processing by Neural Networks -- 4. Learning and Generalization -- 5. Numerical Algorithms for Network Learning -- 6. Specific Problems of Natural Language Processing -- 7. Specific Problems of Computer Vision.
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