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The Lean Analytics Cycle: Metrics > Hypothesis > Experiment > Act

Occam's Razor

To win in business you need to follow this process: Metrics > Hypothesis > Experiment > Act. We are far too enamored with data collection and reporting the standard metrics we love because others love them because someone else said they were nice so many years ago. That metric is tied to a KPI.

Metrics 157
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The HP-Autonomy lawsuit: Timeline of an M&A disaster

CIO Business Intelligence

January 2009: Autonomy buys enterprise content management vendor Interwoven for $775 million. Lynch is among them, for “failure to meet agreed performance goals, including financial metrics.” July 2007: Autonomy pays $375 million for content archiving and electronic discovery specialist Zantaz. November 2012: HP takes an $8.8

Software 105
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Brand Measurement: Analytics & Metrics for Branding Campaigns

Occam's Razor

Remember: Engagement is not a metric, its an excuse. ]. Ideally you'll measure the number prior to your branding campaign, say Feb 2009, and then you'll measure it again during your campaign, March 2009. The ideal metrics for this desired outcome are Visitor Loyalty & Visitor Recency. 7 Best Practices ].

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10 Visualizations of Juicebox

Juice Analytics

Its never one metric and a leaderboard lets you compare across multiple metrics. Each entity is represented as a flower and every metric is represented by a petal. We’ve been doing TreeMaps since 2009 so they hold a special place for us. Key Metric. Who really is best on the team? Learn more

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Integrated Healthcare Means Integrated Data

DataRobot Blog

Within several years of Electronic Health Records (EHRs) being pushed by the Obama administration in 2009, 78% of physicians reported that EHRs enhanced patient care and 65% reported the records help identify potential medication errors. Starting in 2022, the ICS aims to improve population health metrics and decrease health inequities.

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ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

Working with highly imbalanced data can be problematic in several aspects: Distorted performance metrics — In a highly imbalanced dataset, say a binary dataset with a class ratio of 98:2, an algorithm that always predicts the majority class and completely ignores the minority class will still be 98% correct. return synthetic. link] Hall, L.,

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The Indian Business Responsibility and Sustainability Report (BRSR) explained

IBM Big Data Hub

These new reporting standards represent an evolution from the voluntary guidelines first issued in 2009 by India’s Ministry of Corporate Affairs, which were further refined in the Business Responsibility Report (BRR) of 2012. What are the three main disclosure areas under the BRSR?