TY -
GEN
AU - Essa, Alfred
AU - Mojarad, Shirin
TI -
Practical AI for business leaders, product managers, and entrepreneurs
PB - De Gruyter
SN - 9781501505737
SN - 9781501505843
KW - Künstliche Intelligenz
KW - Berechnung
KW - Regressionsanalyse
KW - Bewertung
KW - COMPUTERS / Database Management / Data Mining
KW - Python Programmiersprache
PY - [2022]
N2 - Frontmatter
N2 - Acknowledgments
N2 - Contents
N2 - Preface
N2 - 1 Introduction
N2 - Part I: Machine Learning I
N2 - 2 Simple Linear Regression – Concept
N2 - 3 Simple Linear Regression – Theory
N2 - 4 Simple Linear Regression – Practice
N2 - Part II: Model Assessment
N2 - 8 Model Assessment – Bias-Variance Tradeoff
N2 - 9 Model Assessment – Regression
N2 - 10 Model Assessment – Classification
N2 - Part III: Machine Learning II
N2 - 11 Multiple Linear Regression – Concept
N2 - 12 Multiple Linear Regression – Theory
N2 - 13 Multiple Linear Regression – Practice
N2 - 14 Logistic Regression – Concept
N2 - 15 Logistic Regression – Theory
N2 - 16 Logistic Regression – Practice
N2 - Part IV: Deep Learning
N2 - 20 Deep Learning – Bird’s Eye View
N2 - 21 Neurons
N2 - 22 Neurons – Practice
N2 - 23 Network Architecture
N2 - 24 Network Architecture – Practice
N2 - 25 Forward Propagation
N2 - 26 Forward Propagation – Practice
N2 - 27 Loss Function
N2 - 28 Loss Function – Practice
N2 - 29 Backward Propagation
N2 - 30 Backward Propagation – Practice
N2 - 31 Deep Learning – Practice
N2 - List of Figures
N2 - List of Tables
N2 - About the Authors
N2 - Index
CY - Berlin
UR - http://slubdd.de/katalog?TN_libero_mab2
ER -