TY  - BOOK
AU  - Leskovec, Jurij
TI  - Mining of masive datasets
SN  - 9781108476348
U1  - 006.312 
PY  - 2020///
CY  - 	Cambridge : 
PB  - Cambridge University Press
N1  - 	1. Data mining;; 2. MapReduce and the new software stack;; 3. Finding similar items;; 4. Mining data streams;; 5. Link analysis;; 6. Frequent itemsets;; 7. Clustering;; 8. Advertising on the web;; 9. Recommendation systems;; 10. Mining social-network graphs;; 11. Dimensionality reduction;; 12. Large-scale machine learning;; 13. Neural nets and deep learning
N2  - Essential reading for students and practitioners, this book focuses on practical algorithms used to solve key problems in data mining, with exercises suitable for students from the advanced undergraduate level and beyond. This third edition includes new and extended coverage on decision trees, deep learning, and mining social-network graphs
ER  -