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Making Advanced Analytics
Work for You
by Dominic Barton and David Court
IMPORTANCE OF
• Identify, combine, and
manage multiple
sources of data
• Build advanced analytics
models for predicting
and optimizing
outcomes
•Advanced Analytics is the
autonomous or semi-
autonomous examination of
data or content using
sophisticated techniques and
tools, typically beyond those
of traditional business
intelligence (BI), to discover
deeper insights, make
predictions, or generate
recommendations
New big data technologies enable cost-effective storage,
processing and analysis of large amounts of data
• Modern and intuitive user interfaces allow more user
groups to draw insights and make informed decisions
• Advanced analytics software enables better analysis,
and analysis of relationships and future events.
An important characteristic of advanced analytics
projects is the comparatively high risk of failure
There is less guarantee that advanced analysis
will deliver the results expected
Furthermore, users of advanced analytics methods
should have expertise in working with
probabilities. While classic professional reports
almost always produce the correct numbers, the
probabilities generated by advanced analyses have
to be interpreted
The quality of a sales forecast or customer
classification must therefore not only be noted
and communicated for every single analysis, but
also continuously monitored and optimized
How to exploit big data ?
• Choose the Right Data
• Get the necessary IT support
• Build Models That Predict
and Optimize Business
Outcomes
• Develop business-relevant
analytics that can be put to use
• Develop capabilities to exploit
big data
•Name – Saurabh
Sethia
•Mail id-
saurabhsethia12@gm
ail.com

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Making advanced analytics work for you

  • 1. Making Advanced Analytics Work for You by Dominic Barton and David Court
  • 3. • Identify, combine, and manage multiple sources of data
  • 4. • Build advanced analytics models for predicting and optimizing outcomes
  • 5. •Advanced Analytics is the autonomous or semi- autonomous examination of data or content using sophisticated techniques and tools, typically beyond those of traditional business intelligence (BI), to discover deeper insights, make predictions, or generate recommendations
  • 6. New big data technologies enable cost-effective storage, processing and analysis of large amounts of data • Modern and intuitive user interfaces allow more user groups to draw insights and make informed decisions • Advanced analytics software enables better analysis, and analysis of relationships and future events.
  • 7. An important characteristic of advanced analytics projects is the comparatively high risk of failure
  • 8. There is less guarantee that advanced analysis will deliver the results expected
  • 9. Furthermore, users of advanced analytics methods should have expertise in working with probabilities. While classic professional reports almost always produce the correct numbers, the probabilities generated by advanced analyses have to be interpreted
  • 10. The quality of a sales forecast or customer classification must therefore not only be noted and communicated for every single analysis, but also continuously monitored and optimized
  • 11. How to exploit big data ? • Choose the Right Data • Get the necessary IT support • Build Models That Predict and Optimize Business Outcomes
  • 12. • Develop business-relevant analytics that can be put to use • Develop capabilities to exploit big data
  • 13. •Name – Saurabh Sethia •Mail id- saurabhsethia12@gm ail.com