Purpose: Business analytics, a buzzword of the recent decade, has been applied by thousands of enterprises to help generate more values and enhance their business performance. However, many aspects of business analytics remain unclear. This study clarifies the definition of business analytics...

This volume contains research contributions by an international group of authors addressing innovative and technology-based approaches for logistics and sustainability. They present simulation studies, systems and models for optimizations and digitalized solutions with a focus on maritime as...

Einleitung -- Währungsrisiken: Steuerungsrelevanter Einfluss -- Währungsrisikosteuerung: Unterstützung durch das Controlling -- Nutzwertorientierte Auswahl möglicher Business Analytics-Techniken zur Steuerung von Währungsrisiken -- Empirische Überprüfung -- Schlussbetrachtung -- .

"Each chapter opens with a real-life case study that forms the basis for several examples within the chapter. The questions included in the examples create a roadmap for mastering the most important learning outcomes within the chapter. A synopsis of each chapter's introductory case is presented...

"The practice of data analytics is changing and modernizing. Innovations in computation and machine learning are creating new opportunities for the data analyst: exposing previously unexplored data to scientific analysis, scaling tasks through automation, and allowing deeper and more accurate...

Investing Data with Machine Learning using Python -- Probabilistic Assessment of Complex System with Two Subsystems in Series Arrangement with Multi Types Failure and Two Types of Repair using Copula -- "Recognition and Optimizing Process Lagging Indicators during Software Development" -- Risk...

"The purpose of this book is to introduce the reader to these technologies that are generally called analytics but have been known by other names. The core technology consists of DSS, BI, and various decision-making techniques. We use these terms interchangeably"--

Führungskräfte deutscher Unternehmen sehen sich gegenwärtig zwei branchenübergreifenden Anforderungen gegenüber: Innovationen und Digitalisierung. Handelt es sich bei Innovationen um ein wissenschaftlich gut durchdrungenes Thema, zeichnen sich die neuen Möglichkeiten der Digitalisierung...

Introduction to valuation -- Financial statement analysis -- Measuring free cash flows -- Creating a financial model -- The adjusted present value and weighted average cost of capital discounted cash flow valuation methods -- Measuring continuing value using the constant-growth perpetuity model...

Foreword / by Gareth James -- Foreword / by Ravi Bapna -- Preface to the Python edition -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k-nearest neighbors (kNN) -- The naive Bayes...

"This book provides a comprehensive framework for small business valuation, with a specifc focus on topics and problems that confront valuators of smaller businesses as opposed to larger ones. Current valuation literature focuses on larger more complex businesses and business valuations, the...

"This volume in the Business Analysis Professional Development Series by leading expert and keynote speaker Jamie Champagne is the second edition of our number #1 best seller. It is an instructional text that will help relatively new analysts, and those expected who do business analysis work in...

"This book provides undergraduate business students and introductory graduate students with the fundamental concepts and tools needed to understand the emerging role of business analytics in organizations, to apply basic business analytics tools in a spread-sheet environment, and to communicate...

"This book explores how the field of information systems analysis and design includes numerous modelling methods and notations that are typically evolving. This book explores the ongoing changes significantly impact the way information systems, enterprises, and business processes are being...

Die BWA stellt die aktuelle wirtschaftliche und finanzielle Entwicklung des Unternehmens dar. Sie sollte als Grundlage zur Steuerung des Unternehmens eingesetzt werden. Um jedoch anhand der BWA strategische und operative Entscheidungen zu treffen, erfahren Sie in diesem Buch: Wie die BWA als...

Cover -- Zum Inhalt/Zum Autor -- Titel -- Impressum -- Business Analytics ist weit mehr als das Beherrschen von Algorithmen! -- Inhaltsverzeichnis -- Kapitel 1: Grundlagen -- 1.1 Relevanz von Business Analytics -- 1.2 Business Analytics und dessen Verhältnis zu verwandten Begriffen -- 1.3...

Working with income statements -- Balance sheet : current assets -- Valuing inventories for the balance sheet -- Summarizing transactions : from the journals to the balance sheet -- Working capital and cash flow analysis -- Statement analysis -- Ratio analysis -- Budgeting and planning cycle --...

Introduction -- Descriptive Statistics -- Data Visualization -- Descriptive Data Mining -- Probability: An Introduction to Modeling Uncertainty -- Statistical Inference -- Linear Regression -- Time Series Analysis and Forecasting -- Predictive Data Mining -- Spreadsheet Models -- Monte Carlo...