PirateBay Download | jeyanthi p decision intelligence analytics management 2021

jeyanthi p decision intelligence analytics management 2021

Type:: E-books
Files:: 1
Size:: 5.0 MB
Uploaded On:: Jan. 19, 2022, 2:53 p.m.
Added By:: andryold1
Seeders:: 0
Leechers:: 0
Info Hash:: 5E01CAB68E3B1701147681B7777F525C29C18674

Textbook in PDF format This book presents a framework for developing an analytics strategy that includes a range of activities, from problem definition and data collection to data warehousing, analysis, and decision making. The authors examine best practices in team analytics strategies such as player evaluation, game strategy, and training and performance. They also explore the way in which organizations can use analytics to drive additional revenue and operate more efficiently. The authors provide keys to building and organizing a decision intelligence analytics that delivers insights into all parts of an organization. The book examines the criteria and tools for evaluating and selecting decision intelligence analytics technologies and the applicability of strategies for fostering a culture that prioritizes data-driven decision making. Each chapter is carefully segmented to enable the reader to gain knowledge in business intelligence, decision making and artificial intelligence in a strategic management context. Foreword Preface Acknowledgments About the Editors Analytics Techniques: Descriptive Analytics, Predictive Analytics, and Prescriptive Analytics Introduction Analytics Role of Analytics in Business Types of Analytics Descriptive Analytics Functions of Descriptive Analytics Advantages of Descriptive Analytics Descriptive Analytics and Its Uses Need for Other Analytics Predictive Analytics Steps in Predictive Analytics Predictive Analytics and Its Uses Predictive Analytics Examples Prescriptive Analytics Advantages of Prescriptive Analytics Prescriptive Analytics and Its Uses Prescriptive Analytics Examples Conclusion Future Directions References A Complete Overview of Analytics Techniques: Descriptive, Predictive, and Prescriptive Introduction Descriptive Analytics The Ratio Analysis: An Elaborate Example of Descriptive Analytics in Business The Gist of Descriptive Analytics Predictive Analytics Statistics How Does It Work? Classification Models Regression Models Predictive Analytics Process Predictive Analytics Tools Uses of Predictive Analytics in Different Industries Why Now? Prescriptive Analytics Introduction Background of Prescriptive Analytics Methods for Prescriptive Analytics Probabilistic Models Machine Learning Statistical Analysis Mathematical Programming Evolutionary Computation Simulation Logic-Based Models Conclusion Conclusion References Artificial Intelligence and Analytics for Better Decision-Making and Strategy Management Introduction India and AI Potential of AI Healthcare Agriculture Education Smart Mobility in Transportation Role of AI in Decision-Making Strategic Management and AI Key Challenges to Adopt AI in India Conclusion References Artificial Intelligence: Game Changer in Management Strategies Introduction Concept of Artificial Intelligence Background of “AI” The Digital Business Vagueness Digital Transformation in Management Ambition of the Organization To Design a Product Deliver Phase Scaling To Refine Artificial Intelligence in Organization Who Is Manager? “Strategic Management” Connection Between Strategic Management and Artificial Intelligence Improvement and Redefining in the Organization Strategies Vis-a-Vis AI Artificial Intelligence on Strength, Weakness, Opportunities, Threat (SWOT) Conclusion References Prospects and Future of Artificial Intelligence (AI) in Business Strategies Introduction Literature Review Including Research Gap Materials and Methods Worldwide Companies or Owners of Humanoid and Related to AI Workforce Domain Contains Retention Case Study and Application Workforce Planning Human Office and Oversight Specialized Robustness and Well-being Security and Data Organization Straightforwardness Assortment, Non-isolation, and Sensibility Social and Common Success Obligation The Interest of Denmark, Finland, France, and Germany in AI is Likewise Significant Occupation Misfortunes AI in the Work Environment Have Meanings of Mass Occupation Misfortunes Expenses Absence of Mindfulness Safety Measures Diminishes Human Error Attempts of Hazardous Undertakings Track Worker Location and That is Only the Tip of the Iceberg Screens Workplace Harassment Work Environment Automation Recruitment Authors' Contribution Result or Conclusion with Future Scope References Artificial Intelligence: Technologies, Applications, and Policy Perspectives Insights from Portugal Introduction Methodology AI: Themes, Sectors, and Applications Policy Reflections About Fostering Artificial Intelligence EU Artificial Intelligence Strategy Portugal Artificial Intelligence Overview Portuguese AI Case Studies Artificial Intelligence Policy Ramifications Conclusion References The Rise of Decision Intelligence: AI That Optimizes Decision-Making The Rise of Decision Intelligence (DI) The Rise of Decision Intelligence (DI) An Opinion to Decision-Making Decisions Are Judgements Know the Criteria of Relevant Information/Data Test your Opinions Against Reality/Actual Data Decision Intelligence: The Pathway A Framework of DI The Emergence of Machines as Aids in Society The Evolving Pervasiveness of AI and Capabilities in Human Life AI, Decision Intelligence, and Business Organizations References A Survey on Analytics Technique Used for Business Intelligence Introduction Literature Review Models and Techniques: An Overview Applications Conclusion References Decision Intelligence Analytics: Making Decisions Through Data Pattern and Segmented Analytics Introduction Basic Terminologies Panel Data Analysis Formal Concept Analysis Formal Panel Concept Analysis Representation of Panel Data Experimental Results Conclusion References Amalgamation of Business Intelligence with Corporate Strategic Management Introduction Strategic Management The Role of Business Intelligence on Strategic Management Choices The Role of Data Quality in Strategic Management The Business Intelligence for Development of Data Integration The Business Intelligence for the Development of a Reporting System The Business Intelligence for Developing Future Scenarios The Business Intelligence for Optimising Processes The Role of Business Intelligence on Obtaining a Competitive Advantage Case Study Conclusion References Role of Decision Intelligence in Strategic Business Planning Introduction Why Does Strategic Business Planning Need Decision Intelligence? And Decision Intelligence: How it Influences SBP? Strategic Business Planning Decision Intelligence Decision Intelligence in Strategic Business Planning Decision Intelligence and Strategic Business Planning Misconceptions Conclusion/Recommendations References Social and Web Analytics: An Analytical Case Study on Twitter Data Introduction Social Media Platforms and Analytics Tools Social Media Platforms Social Media Analytical Tools Social Media Data Collection Using Twitter API Data Collection from Twitter Data Labeling Data Pre-Processing and Cleaning Data Analytics Conclusion References People Analytics: Augmenting Horizon from Predictive Analytics to Prescriptive Analytics Introduction People Analytics Constituents Descriptive People Analytics Predictive People Analytics Prescriptive People Analytics Conclusion References Machine Learning Based Predictive Analytics: A Use Case in Insurance Sector Introduction Descriptive Analytics Diagnostic Analytics Predictive Analytics Prescriptive Analytics Machine Learning Empowering Predictive Analytics A Use Case of Machine Learning and Predictive Analytics: Prediction of Insurance Premium Dataset Description Exploratory Data Analysis Implementation of Prediction Model and Results Conclusion References Machine Learning Applications in Decision Intelligence Analytics Introduction Application of Machine Learning Virtual Personal Assistants (VPA's) Traffic Predictions Social Media Personalization Email Spam Filtering Online Fraud Detection Assistive Medical Technology Automatic Translation Recommendation Engines Summary and Conclusion References Demystifying Behavioral Biases of Traders UsingMachine Learning Introduction Confirmation Bias Illusion of Control Bias Availability Bias Representativeness Bias Framing Bias Self-Attribution Bias Recency Bias Outcome Bias Cognitive Dissonance Bias Concluding Remarks References Real-Time Data Visualization Using Business Intelligence Techniques in Small and Medium Enterprises for Making a Faster Decision on Sales Data Introduction Business Intelligence Literature Review Methodology Data Collection Phase Data Store and Processing Phase Dataset Equations Data Visualization Phase Scatter Chart Sparkline Cross Platform and Device View Conclusion References To Invest or Not to Invest? A Case Study with Decision Analytics on Japanese Yen Introduction to Foreign Exchange Market Japan and Its PPP Features of Japanese Economy USD/JPY Currency Conclusion References Broca's Area of Brain to Analyze the Language Impairment Problem and Behavior Analysis of Autism Introduction Related Work Relation Between Language Processing and Brain Functionality of Broca's Area Language Impairment Problem Solution Medical Checkup Language Therapy Home Care Options Psychological Therapy Methodology Dataset Results and Discussion Behavior Analysis Result Comparison Conclusion References Index

Get This Torrent

Jeyanthi P. Decision Intelligence Analytics...Management 2021.pdf 5.0 MB

Details for: Jeyanthi P. Decision Intelligence Analytics...Management 2021

jeyanthi p decision intelligence analytics management 2021