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How AI Can Improve Your Annotation Quality?

Smart Data Collective

This he’s just one of the many ways that artificial intelligence has significantly improved outcomes that rely on visual media. Cohen’s Kappa) to measure inter-annotator agreement. Address their questions and clarify any uncertainties promptly. Consistency and agreement Establish an agreement metric (e.g.,

Metrics 62
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Process Excellence: A transformational lever to extreme automation

IBM Big Data Hub

A Process Mining exercise drawing data from enterprise SAP has helped measure KPI performance and define the transformation roadmap. This technology-driven process visualization is revolutionizing the way we look at processes.

KPI 69
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How to Build Trust in AI

DataRobot

Accuracy — this refers to a subset of model performance indicators that measure a model’s aggregated errors in different ways. It’s multidimensional, so to understand accuracy holistically, you need to evaluate it through multiple tools and visualizations. Recognizing and admitting uncertainty is a major step in establishing trust.

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Turn Up the Signal; Turn Off the Noise

Perceptual Edge

This certainly applies to data visualization, which unfortunately lends itself to a great deal of noise if we’re not careful and skilled. Every choice that we make when creating a data visualization seeks to optimize the signal-to-noise ratio. No accurate item of data, in and of itself, always qualifies either as a signal or noise.

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Quantitative and Qualitative Data: A Vital Combination

Sisense

Most commonly, we think of data as numbers that show information such as sales figures, marketing data, payroll totals, financial statistics, and other data that can be counted and measured objectively. These programs and systems are great at generating basic visualizations like graphs and charts from static data. or “how often?”

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Perform time series forecasting using Amazon Redshift ML and Amazon Forecast

AWS Big Data

Forecasting acts as a planning tool to help enterprises prepare for the uncertainty that can occur in the future. to create forecast tables and visualize the data. Time series data is plottable on a line graph and such time series graphs are valuable tools for visualizing the data. We aggregated the usage data hourly.

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What Is All The Fuss About Agile Software Development?

BizAcuity

Disruptive measures to help fight different types of disruption that was being witnessed for the first time. It is a visual system for managing work that involves the use of cards or other visual elements to represent work items, and a set of rules for how those work items should be moved through the development process.