Preface -- 1 Ranking -- 2 Online Learning -- 3 Recommendation Systems -- 4 Classification -- 5 Clustering -- 6 Linear Regression -- 7 Sparse Recovery -- 8 Neural Networks -- 9 Decision Trees -- 10 Solutions.

Chapter 1: Introduction -- Chapter 2: Data for Analytics in Small Businesses -- Chapter 3: Business Analytics Consulting -- Chapter 4: Business Analytics Consulting Phases -- Chapter 5: Descriptive Analytics Tools -- Chapter 6: Predicting Numeric Outcomes -- Chapter 7: Classification Techniques...

Planungs- und Reportinglösungen leiden in vielen Unternehmen immer noch unter mangelnder Datenqualität, sind unzureichend integriert und häufig zeit- und kostenintensiv. Dieses praxisorientierte Buch zeigt Schritt für Schritt, wie es anders geht. Es wird systematisch gezeigt, wie moderne...

Handlungsbedarf in Zeiten von Big Data -- Betrachtungsgegenstände: Preisvorhersage im Energiehandel, Informationswirtschaft und Informationssysteme/Informations- und Kommunikationstechnik -- Konsequenzen für das Informationsmanagement -- Gestaltungsempfehlungen

Chapter 1: The Notion of Business Analytics -- Chapter 2: The Notion of Beyond Business Analytics: Examples of Business Applications -- Chapter 3: The Concept of Beyond Business Analytics -- Chapter 4: Representations of Organizational Events -- Chapter 5: Illustrative Cases in Human History --...

Chapter 1: Introduction -- Chapter 2: Data-drive Supply Chains & Intro to Python -- Chapter 3: Data Manipulation -- Chapter 4: Data Visualization -- Chapter 5: Customer Management -- Chapter 6: Supply Management -- Chapter 7: Warehouse & Inventory Management -- Chapter 8: Demand Management --...

Chapter 1. Private vs. Pooled Transportation: Customer Preference and Congestion Management -- Chapter 2. Optimal Dispatch in Emergency Service System via Reinforcement Learning -- Chapter 3. Towards Understanding the Dynamics of COVID-19: An Approach based on Polynomial Regression with Adaptive...

Chapter 1. Data Envelopment Analysis and Big Data: A Systematic Literature Review with Bibliometric Analysis -- Chapter 2. Acceleration of large-scale DEA computations using random forest classification -- Chapter 3. The estimation of productive efficiency through machine learning techniques:...

Chapter 1. Basics of Smart Healthcare Engineering Management -- Chapter 2. Frontier of Smart Healthcare Engineering Management -- Chapter 3. Smart Healthcare Data Exchange and Utilization -- Chapter 4. Smart Healthcare Multi-modal Data Fusion -- Chapter 5. Smart Healthcare Knowledge Inference...

Data equality: the impact and original sin of the new business culture -- De-anonymized tracking: the metaphor of Skynet -- The face and AI -- High definition society: granular governance and a population in cages -- The force of data: how universal recording "warps" human nature -- Data...