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The Analytics Lifecycle Toolkit
book

The Analytics Lifecycle Toolkit

by Gregory S. Nelson
March 2018
Beginner to intermediate
464 pages
9h 39m
English
Wiley
Content preview from The Analytics Lifecycle Toolkit

Index

A

  1. analytics
    1. ambient analytics
    2. analytics architecture
    3. analytics evangelism
    4. analytics goals
    5. analytics journal
    6. analytics product
    7. analytics requests
    8. challenges in
    9. critical success factors
    10. discovery-driven analytics
    11. edge analytics
    12. evangelism
    13. forensics
    14. roadmap
    15. value
  2. analytics maturity
    1. advanced analytics
    2. data management
    3. data privacy
    4. data privacy and security
    5. information management
    6. strategic alignment
  3. authors
    1. Alberto Cairo
    2. Amos Tversky
    3. Andy Kirk
    4. Barbara Minto
    5. Cole Nussbaumer Knaflic
    6. Colin Ware
    7. Daniel Kahneman
    8. Dave McKinsey
    9. Edward Tufte
    10. Garr Reynolds
    11. Giorgia Lupi
    12. John Rauser
    13. Khan Academy
    14. Nancy Duarte
    15. Nathan Yau
    16. Robert McGill
    17. Scott Berinato
    18. Stephen Few
    19. Thomas H. Davenport
    20. ThotWave
    21. William S. Cleveland

B

  1. behaviors
  2. best practices
    1. Analytics model development
      1. Detecting patterns
      2. Making comparisons
      3. Making predictions
      4. Measuring associations
    2. Analytics Product Lifecycle management
      1. Analytics lifecycle execution
      2. Capability and talent development
      3. Quality processes
      4. Stakeholder engagement and feedback
      5. Value management
    3. Data sensemaking
      1. Data collection and preparation
      2. Data identification and prioritization
      3. Data profiling and characterization
      4. Visual exploration
    4. Problem framing
      1. Business case prioritization
      2. Hypothesis generation
      3. Problem definition
      4. Question design
      5. Root cause investigation
    5. Results activation
      1. Operationalization
      2. Presentation and storytelling
      3. Solution evaluation
  3. business analysis
    1. business analysis
    2. business case
      1. definition
      2. elicitation
      3. impact assessment
      4. requirements ...
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Publisher Resources

ISBN: 9781119425069Purchase book