Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support, 11th edition
$24.00
📚 Delivered within 24 hours via email Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support is your comprehensive introduction to technologies collectively called analytics (or business analytics). Guided by this market-leading text, you’ll learn the fundamental methods, techniques, and software used to design and develop these systems. You’ll benefit from real-world examples, provided throughout, of organizations that have employed analytics to make sound business decisions. Supporting materials, such as software tutorials, are also provided through a companion website.
With 6 new chapters, the 11th Edition marks a major reorganization reflecting a new focus on analytics and its enabling technologies. These technologies, all of which receive updated coverage in this edition, include AI, machine-learning, robotics, chatbots, and IoT.
Published by Pearson (September 15th 2020) – Copyright © 2021
ISBN-13: 9780135755532
Subject: Management Information Systems
Category: Corporate, Computer, & Network Security
Description
Table of Contents
- PART I: INTRODUCTION TO ANALYTICS AND AI
- 1. An Overview of Business Analytics, Decision Support Systems, Business Intelligence, Data Science, and Artificial Intelligence
- 2. Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications
- 3. Nature of Data, Statistical Modeling, and Visualization
- PART II: PREDICTIVE ANALYTICS AND MACHINE LEARNING
- 4. Data Mining Process, Methods, and Applications
- 5. Machine learning Techniques for Predictive Analytics
- 6. Deep Learning and Cognitive Computing
- 7. Text Mining, Sentiment Analysis, and Social Analytics
- PART III: PRESCRIPTIVE ANALYTICS AND BIG DATA
- 8. Prescriptive Analytics with Optimization and Simulation
- 9. Big Data, Location Analytics, and Cloud Computing
- PART IV: ROBOTICS, SOCIAL NETWORKS, AI, AND IoT
- 10. Robotics: Industrial and Consumer Applications
- 11. Group Decision Making, Collaborative Systems, and AI Support
- 12. Knowledge Systems: Expert Systems, Recommenders, Chatbots, Virtual Personal Assistants, and Robo Advisors
- 13. The Internet of Things As a Platform for Intelligent Applications
- PART V: CAVEATS OF ANALYTICS AND AI
- 14. Implementation Issues: From Ethics and Privacy to Organizational and Societal Impacts
