00935nam a22001697a 4500 0 0 0 0 RIU RIU 2023-05-02 Purchased : Pak Book corporation 13180.00 0 006.3120151 PHI 69910 2023-05-02 00:00:00 1 12220693 2023-05-02 BK 51029 51029 9783030623401 (hb) 006.3120151 PHI Phillips, Jeff M. Mathematical foundations for data analysis Cham Springer Nature Singapore Pte Ltd. 2021 xvii, 287 p. : ill., Col. ; 24 cm Springer series in the data sciences Includes bibliographical references and indexes. 1. Probability Review 2. Convergence and Sampling 3. Linear Algebra Review 4. Distances and Nearest Neighbors 5. Linear Regression 6. Gradient Descent 7. Dimensionality Reduction 8. Clustering 9. Classification 10. Graph structured data 11. Big data and sketching Index Mathematics Quantitative research Mathematics Machine learning Mathematics Data mining Mathematics Linear Algebra Data analysis Visualization FC BK