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 --...

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...

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...

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 --...

Das vorliegende Buch gibt einen praxisorientierten Überblick über die notwendigen Voraussetzungen, die Funktionsweise sowie die einzelnen Schritte für die erfolgreiche Einführung von Robotic Process Automation (RPA). Neben theoretischen Grundlagen verdeutlichen Umsetzungsbeispiele aus der...

The Role of Big Data Technologies in Geographically Distributed Medical Organizations’ IT Service Architecture -- Key indicators, innovations, trends and main factors influencing transformation of the building construction industry in Russia -- Explaining the IT Value through the Information...

Part 1. Introduction -- Chapter 1. Studying Digitalization Across Levels: An Overview and Introduction -- Part 2. Outsourcing and Multi-party Projects: Reflections and Experiences -- Chapter 2. The Early History of It Outsourcing – a Personal Reflection -- Chapter 3. How to Ensure Collective...

Digital Twins in the Industry: Maturity, Functions, Effects -- Architecting Digital Twin-Driven Transformation in the Refrigeration and Air Conditioning Sector -- Practical Application of the Concept of Digital Twins in the Aviation Sector -- Digital Revolution in the Energy Sector: Effects of...

How Digital Shadows, New Forms of Human-Machine Collaboration, and Data-Driven Business Models Are Driving the Future of Industry 4.0: A Delphi Study -- Applying the Real-Time Delphi Method to Next Generation Manufacturing -- Big Picture of Next Generation Manufacturing -- Governance Structures...