TY  - BOOK
AU  - Ou,Gaoyan
AU  - Li,Binyang
AU  - Shi,Shumin
TI  - Introduction to data science
SN  - 9789811263903
AV  - QA76.9.B45 
U1  - 005.7 23
PY  - 2024///
CY  - Singapore
PB  - World Scientific
KW  - Big data
KW  - Electronic data processing
KW  - Multivariate analysis
KW  - Data mining
KW  - Algorithms
KW  - Electronic books
N1  - Includes bibliographical references; Introduction -- Data preprocessing -- Regression model -- Classification model -- Ensemble method -- Clustering model -- Association rule mining -- Dimensionality reduction -- Feature selection -- EM algorithm -- Probabilistic graphical model -- Text analysis -- Graph and network analysis -- Deep learning -- Distributed computing
N2  - "The book systematically introduces the basic contents of data science, including data preprocessing and basic methods of data analysis, handling special problems (e.g. text analysis), deep learning, and distributed systems. In addition to systematically introducing the basic content of data science from a theoretical point of view, the book also provides a large number of data analysis practice cases"--
UR  - https://www.worldscientific.com/worldscibooks/10.1142/13071#t=toc
ER  -