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Analytics, Data Science, & Artificial Intelligence

Systems for Decision Support

Specificaties
Gebonden, blz. | Engels
Pearson Education | e druk, 2019
ISBN13: 9780135192016
Rubricering
Pearson Education e druk, 2019 9780135192016
€ 314,14
Levertijd ongeveer 8 werkdagen

Samenvatting

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.

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Specificaties

ISBN13:9780135192016
Taal:Engels
Bindwijze:Gebonden

Inhoudsopgave

<div class="c-section-headers-non-traditional-number-list_container"> <h3>PART I: INTRODUCTION TO ANALYTICS AND AI</h3> <ol> <li>An Overview of Business Analytics, Decision Support Systems, Business Intelligence, Data Science, and Artificial Intelligence</li> <li>Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications</li> <li>Nature of Data, Statistical Modeling, and Visualization</li> </ol> <h3>PART II: PREDICTIVE ANALYTICS AND MACHINE LEARNING</h3> <ol start="4"> <li>Data Mining Process, Methods, and Applications</li> <li>Machine learning Techniques for Predictive Analytics</li> <li>Deep Learning and Cognitive Computing</li> <li>Text Mining, Sentiment Analysis, and Social Analytics</li> </ol> <h3>PART III: PRESCRIPTIVE ANALYTICS AND BIG DATA</h3> <ol start="8"> <li>Prescriptive Analytics with Optimization and Simulation</li> <li>Big Data, Location Analytics, and Cloud Computing</li> </ol> <h3>PART IV: ROBOTICS, SOCIAL NETWORKS, AI, AND IoT</h3> <ol start="10"> <li>Robotics: Industrial and Consumer Applications</li> <li>Group Decision Making, Collaborative Systems, and AI Support</li> <li>Knowledge Systems: Expert Systems, Recommenders, Chatbots, Virtual Personal Assistants, and Robo Advisors</li> <li>The Internet of Things As a Platform for Intelligent Applications</li> </ol> <h3>PART V: CAVEATS OF ANALYTICS AND AI</h3> <ol start="14"> <li>Implementation Issues: From Ethics and Privacy to Organizational and Societal Impacts</li> </ol> </div>
€ 314,14
Levertijd ongeveer 8 werkdagen

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        Analytics, Data Science, & Artificial Intelligence