Introduction to Algorithms for Data Mining and Machine Learning

Engineered for introductory courses on data mining, machine learning and optimization

Xin-She Yang (Author)

9780128172162

Paperback, published 19 June 2019

188 pages
22.9 x 15.1 x 1.3 cm, 0.32 kg

Approx.174 pages

1. Introduction2. Mathematical Foundations3. Data Fitting and Method of Least Squares4. Logistic Regression and PCA5. Data Mining6. Artificial Neural Networks7. Support Vector Machine8. Deep Learning

Subject Areas: Applied mathematics [PBW], Real analysis, real variables [PBKB]