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What is a prediction engine? by Mind Map: What is a prediction engine?
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What is a prediction engine?

real predictive power comes from simplicity

automate stuff in the engine

flexible queries

accuracy & honesty

provide actionability

case study 2: optimizing sales process with predictive

pulled 23 data marts into a "sales data master"

then optimize the Sales Master process

created a feedback loop, measure, act, compliment data, measure again

with p(k) engine

predict simultaneously

discover

suggest

adapt

case-study 1: US health care

measured many features in US health care

fed into the engine, to find correlated features, what can predict quality of care

found related output scores

but no correlation to input variables

that'r problematic - means we're not measuring the right things

see visualization slide (colors table)

P(K) engine streamline the process

Ingest data (MD driven)

Build statistical index (automatic)

Query flexible (DB inspired)

cheat-sheet of scikit-learn

see in slides

Today predictive analytics are problematic

take lots of time

complicated

many steps in the process & need to start over if any step breaks

brittle

break as soon as something changes

Not just predictions

Predict

Suggest

Discover

Adapt

Dr. Beau ...,

founded

Prior Knowledge, p(k)

acquired by SFDC