1. A computational approach to statistical learning. (2019) Authors: Arnold, Taylor; Kane, Michael (Michael John); Lewis, Bryan W (Bryan Wayne) Record Type: Book Extent: 1 online resource View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Hands-on mathematics for deep learning : build a solid mathematical foundation for training efficient deep neural networks /: build a solid mathematical foundation for training efficient deep neural networks. (2020) Authors: Dawani, Jay Record Type: Book Extent: 1 online resource View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Deep learning architectures : a mathematical approach /: a mathematical approach. (2020) Other Names: Calin, Ovidiu Record Type: Book Extent: 1 online resource (768 pages) View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Linear algebra and optimization for machine learning a textbook /: a textbook. (2020) Other Names: Aggarwal, Charu C Record Type: Book Extent: 1 online resource (507 p.) View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Data science and machine learning : mathematical and statistical methods /: mathematical and statistical methods. (2019) Authors: Kroese, Dirk P; Botev, Zdravko I, 1982-; Taimre, Thomas, 1983-; Vaisman, Radislav Record Type: Book Extent: 1 online resource View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Mathematical theories of machine learning -- theory and applications. (2020) Other Names: Shi, Bin; Iyengar, S. S (Sundararaja S.) Record Type: Book Extent: 1 online resource (138 pages) View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Introduction to algorithms for data mining and machine learning. (2019) Authors: Yang, Xin-She Record Type: Book Extent: 1 online resource View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Hamiltonian Monte Carlo methods in machine learning. (2023) Authors: Marwala, Tshilidzi, 1971-; Mbuvha, Rendani; Mongwe, Wilson Tsakane Record Type: Book Extent: 1 online resource (300 pages) View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Evolutionary Machine Learning Techniques : Algorithms and Applications /: Algorithms and Applications. (2020) Other Names: Mirjalili, Seyedali; Faris, Hossam; Aljarah, Ibrahim Record Type: Book Extent: 1 online resource (x, 286 pages), illustrations (some color) View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Optimization in Machine Learning and Applications. (2020) Other Names: Kulkarni, Anand Jayant; Satapathy, Suresh Chandra, 1964- Record Type: Book Extent: 1 online resource View Content: Available online (eLD content is only available in our Reading Rooms) ↗