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Bringing an AI Product to Market

O'Reilly on Data

These measures are commonly referred to as guardrail metrics , and they ensure that the product analytics aren’t giving decision-makers the wrong signal about what’s actually important to the business. When a measure becomes a target, it ceases to be a good measure ( Goodhart’s Law ). Data Wrangling and Feature Engineering.

Marketing 364
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A Guide To The Methods, Benefits & Problems of The Interpretation of Data

datapine

Yet, before any serious data interpretation inquiry can begin, it should be understood that visual presentations of data findings are irrelevant unless a sound decision is made regarding scales of measurement. For a more in-depth review of scales of measurement, read our article on data analysis questions.

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How To Present Your Market Research Results And Reports In An Efficient Way

datapine

An effective modern means of extracting real value from your research results such as brand analysis, market research reports present and arrange data in a way that is digestible and logical in equal measures through professional online reporting software and tools. c) Customer Effort Score (CES).

Reporting 247
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What Are Business Reports And Why They Are Important: Examples & Templates

datapine

We will discuss report examples and templates you can use to create your own report, use its features in an interactive way, and discover relevant inputs for your specific industry. In the process, we will use an online data visualization software that lets us interact with, and drill deeper into bits and pieces of relevant data.

Reporting 297
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Utilize The Undeniable Power Of Professional COO Dashboards & Reports

datapine

Moreover, companies are becoming more data-driven, complex, and require stable performance in order to succeed in our cutthroat digital age. Such a real-time dashboard ensures productivity increment and centralized data collection that enables executives to overcome numerous operational challenges within their line of work.

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How HR&A uses Amazon Redshift spatial analytics on Amazon Redshift Serverless to measure digital equity in states across the US

AWS Big Data

To fill in the gaps in existing data, HR&A creates digital equity surveys to build a more complete picture before developing digital equity plans. HR&A has used Amazon Redshift Serverless and CARTO to process survey findings more efficiently and create custom interactive dashboards to facilitate understanding of the results.

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Managing risk in machine learning

O'Reilly on Data

Fortunately, a recent survey paper from Stanford— A Critical Review of Fair Machine Learning —simplifies these criteria and groups them into the following types of measures: Anti-classification means the omission of protected attributes and their proxies from the model or classifier. What machine learning means for software development”.