Slide 2
Slide 2 text
www.netuitive.com 2
Abstract
• This presentation is about leveraging analytics as part of a larger framework
of collaborators to continuously improve health and performance monitoring.
• This talk starts with a survey of analytics that have applicability in
environments that range from very small to huge. Techniques discussed
include deterministic and statistical analytics, machine learning, uni-variate
models, and multi-variate models. For each technique, I provide examples
from (anonymized) cases that illustrate where each can succeed, each can
fail, and why.
• The second part of the talk describes a framework in which analytics play a
role as one of many collaborators. The framework provides key services such
as integration of collaborators, orchestration of tasks, feedback/control loops,
scenario replay, and sensitivity analysis, packaging, and incremental
improvement.
• The final part of the talk describes a use case. It shows how a framework can
drive continuing improvement as business conditions evolve and the
collaborators mature.
• This presentation is about tools and techniques that have been effective in
environments ranging from tiny to huge. It is not an academic discourse on
math, statistics or probability.
40 min
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