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Self-Serve Analytics Supports Continuous Improvement!

Smarten

McKinsey recently surveyed 2000 businesses and found that 83% of high-tech/media/telecom, 76% of banking, and more than 50% of consumer companies identified as continuous improvement organizations. Find out how Augmented Analytics products can help your business plan and forecast for success. There is good reason for these results.

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Change The Way You Do ML With Applied ML Prototypes

Cloudera

With almost all of the Fortune 500 and a majority of the Global 2000 relying on Cloudera for their most important data assets, Cloudera’s Machine Learning product (CML) is the way enterprises do ML. Use an interpretable approach to forecasting electricity demand data for California. Structural Time Series.

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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. Japkowicz, N.

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Top Challenges and Opportunities for Chief Data Officers

Sisense

Whether that data is generated internally or gathered from an external application used by customers, organizations now use on-demand cloud computing resources to make sense of the data, discover trends, and make intelligent forecasts. The role is a relative newcomer to the boardroom. Clearly, data is becoming more important to organizations.

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Unintentional data

The Unofficial Google Data Science Blog

With more features come more potential post hoc hypotheses about what is driving metrics of interest, and more opportunity for exploratory analysis. Looking at metrics of interest computed over subpopulations of large data sets, then trying to make sense of those differences, is an often recommended practice (even on this very blog).

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15 Best Non-Profit KPIs and Metric Examples for 2024 Reporting

Jet Global

Non-profit metrics quantify the organization’s many endeavors in extending its impact on society. How to choose the right non-profit metrics? There are hundreds of metrics to choose from, and if they are not vetted properly, the organization could end up with too few or too many KPIs. What is a kpi?

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18 Best KPIs and Metrics for the Agile CEO

Jet Global

A chief executive officer (CEO) key performance indicator (KPI) or metric is a relative performance measure that a CEO will use to make informed decisions. By monitoring financial, operational, and staffing metrics, a CEO is able to identify the strengths and weaknesses of a company and leverage these to their advantage.

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