January 2026
Intermediate to advanced
880 pages
25h 46m
English
Content preview from Machine Learning Foundations, Volume 1: Supervised Learning
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Bibliography
[1] Situational awareness: The decade ahead. https://situational-awareness.ai, 2024.
[2] G. Aad, T. Abajyan, B. Abbott, J. Abdallah, S. A. Khalek, A. A. Abdelalim, R. Aben, B. Abi, M. Abolins, O. AbouZeid, et al. Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC. Physics Letters B, 716(1):1–29, 2012.
[3] M. Abadi, A. Chu, I. Goodfellow, H. B. McMahan, I. Mironov, K. Talwar, and L. Zhang. Deep learning with differential privacy. In Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, pages 308–318, 2016.
[4] A. Abdiansah and R. Wardoyo. Time complexity analysis of support vector machines (SVM) in LibSVM. International Journal of Computer ...
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