TY  - BOOK
AU  - Hazzan, Orit
AU  - Mike, Koby
TI  - Guide to teaching data science: : an interdisciplinary approach
SN  - 9783031247576
U1  - 005.7 HAZ 
PY  - 2023///
CY  - Switzerland
PB  - Springer Nature
KW  - Data Science Education
KW  -  Interdisciplinarity
KW  -  Computer Science Education
N1  - Includes bibliographical references and index
N2  - This book provides a variety of pedagogical discussions and specific teaching methods and frameworks, as well as includes exercises, and guidelines related to many data science concepts (e.g., data thinking and the data science workflow), main machine learning algorithms and concepts (e.g., KNN, SVM, Neural Networks, performance metrics, confusion matrix, and biases) and data science professional topics (e.g., ethics, skills and research approach)
ER  -