Analytics, Data Science, & Artificial Intelligence
Systems for Decision Support
Gebonden Engels 2019 11e druk 9780135192016Samenvatting
For courses in decision support systems, computerized decision-making tools, and management support systems.
Market-leading guide to modern analytics, for better business decisions
Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support is the most comprehensive introduction to technologies collectively called analytics (or business analytics) and the fundamental methods, techniques, and software used to design and develop these systems. Students gain inspiration from examples of organizations that have employed analytics to make decisions, while leveraging the resources of a companion website. With six new chapters, the 11th edition marks a major reorganization reflecting a new focus – analytics and its enabling technologies, including AI, machine-learning, robotics, chatbots, and IoT.
Specificaties
Lezersrecensies
Inhoudsopgave
- An Overview of Business Analytics, Decision Support Systems, Business Intelligence, Data Science, and Artificial Intelligence
- Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications
- Nature of Data, Statistical Modeling, and Visualization
- Data Mining Process, Methods, and Applications
- Machine learning Techniques for Predictive Analytics
- Deep Learning and Cognitive Computing
- Text Mining, Sentiment Analysis, and Social Analytics
- Prescriptive Analytics with Optimization and Simulation
- Big Data, Location Analytics, and Cloud Computing
- Robotics: Industrial and Consumer Applications
- Group Decision Making, Collaborative Systems, and AI Support
- Knowledge Systems: Expert Systems, Recommenders, Chatbots, Virtual Personal Assistants, and Robo Advisors
- The Internet of Things As a Platform for Intelligent Applications
- Implementation Issues: From Ethics and Privacy to Organizational and Societal Impacts
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
- financieel management
- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
- leiderschap
- marketing
- mens en maatschappij
- non-profit
- ondernemen
- organisatiekunde
- personal finance
- personeelsmanagement
- persoonlijke effectiviteit
- projectmanagement
- psychologie
- reclame en verkoop
- strategisch management
- verandermanagement
- werk en loopbaan