Business analytics value chain : text and cases / Tanushri Banerjee, Arindam Banerjee, Dhaval Maheta and Vivek Gupta

By:

Banerjee, Tanushri

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Material type:

TextPublication details: New York : Routledge, 2025.Description: 510pISBN:

9781032612041

DDC classification:

658.4013 BAN/D

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Summary: SECTION I: PLANNING 1. Introduction to Business Analytics. 2. Data Analytics for Business. 3. Data Exploration in Business Analytics. 4. Mapping Chart for Analytics Outcome. 5. Technology Infrastructure for Business Analytics. SECTION II: PROCESSING 6. Inferential Statistics: Preparing to be a Data Scientist. 7. Analytical Methods for Parametric and Non-Parametric Data 8. Analytical Methods for Complex Data.9. Data Mining/ Machine Learning for Business Analytics. SECTION III: COMMUNICATING 10. Interpreting the Statistical Outcomes. 11. Documenting the Process. 12. Building the Storyboard of Outcomes. APPENDIX Appendix A: Case – Trasha Beverages Goes the Business Analytics Way Appendix B: Business Case – Using Analytics for Business Problem-solving Appendix C: Online Grocery Case Appendix D: Tips on Using Software Used in This Book.

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SECTION I: PLANNING 1. Introduction to Business Analytics. 2. Data Analytics for Business. 3. Data Exploration in Business Analytics. 4. Mapping Chart for Analytics Outcome. 5. Technology Infrastructure for Business Analytics. SECTION II: PROCESSING 6. Inferential Statistics: Preparing to be a Data Scientist. 7. Analytical Methods for Parametric and Non-Parametric Data 8. Analytical Methods for Complex Data.9. Data Mining/ Machine Learning for Business Analytics. SECTION III: COMMUNICATING 10. Interpreting the Statistical Outcomes. 11. Documenting the Process. 12. Building the Storyboard of Outcomes. APPENDIX Appendix A: Case – Trasha Beverages Goes the Business Analytics Way Appendix B: Business Case – Using Analytics for Business Problem-solving Appendix C: Online Grocery Case Appendix D: Tips on Using Software Used in This Book.

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