One-click analysis: Detecting and visualizing insights automatically
summary
BeyondCore automatically introspects tabular or Hadoop data, asks for an outcome, then searches millions of variable combinations with clustering, regression and machine learning to produce an animated briefing that highlights statistically adjusted drivers. Demonstrations include a 75,000‑row hospital dataset and a McKinsey case with 30 million patient lives and a million combinations; it surfaces surprises like neonatology reported in hours and a sepsis + managed‑care pattern with a 4.2 day impact after adjustment. The result is ranked, evidence‑backed insights ready for action.
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chapters (12)
- 0:00Intro
- 0:32What are the different types of analysis
- 1:07What is a briefing
- 5:17How data is taken in
- 6:47Clustering algorithms
- 7:59Comparing hospitals
- 9:47Special techniques
- 10:46Successes
- 11:51Clean data
- 12:51Visual analysis
- 17:37Collecting data
- 21:26Advanced analytics
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