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In AI we trust? Why we Need to Talk About Ethics and Governance (part 2 of 2)

Cloudera

In part 1 of this blog post, we discussed the need to be mindful of data bias and the resulting consequences when certain parameters are skewed. In 2019, the Gradient institute published a white paper outlining the practical challenges for Ethical AI. Systems should be designed with bias, causality and uncertainty in mind.

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Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., This blog post discusses such a comprehensive approach that is used at Youtube. Crucially, it takes into account the uncertainty inherent in our experiments.

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Climate change predictions: Anticipating and adapting to a warming world

IBM Big Data Hub

These proactive measures are made possible by evolving technologies designed to help people adapt to the effects of climate change today. 5 The Global Disaster Preparedness Center recommends policymakers and others adopt a range of measures to help their regions adapt to higher heat. Red Cross Red Crescent Climate Centre, 2019.

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Misleading Statistics Examples – Discover The Potential For Misuse of Statistics & Data In The Digital Age

datapine

With the rise of advanced technology and globalized operations, statistical analyses grant businesses an insight into solving the extreme uncertainties of the market. These controlling measures are essential and should be part of any experiment or survey – unfortunately, that isn’t always the case. degrees Fahrenheit.

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How Digital Native & Cloud Native Will Influence FP&A

Jedox

In this blog post, we’ll dig deeper into digital native, cloud native, and how it will influence the work of FP&A professionals. Of the most common jargon used to talk about the changes in technology and business, it is unlikely it would be the first thing that comes to mind. Digital Transformation , anyone?)

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Covid Data: An anomalous blip, or the new normal?

Cloudera

That compares to only 36 percent of customer interactions as of December 2019, which was before the pandemic impacted business, and only 20 percent in May 2018. Insurance and finance are two industries that rely on measuring risk with historical data models. appeared first on Cloudera Blog. Data Variety.

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Humans-in-the-loop forecasting: integrating data science and business planning

The Unofficial Google Data Science Blog

It also owns Google’s internal time series forecasting platform described in an earlier blog post. This classification is based on the purpose, horizon, update frequency and uncertainty of the forecast. Our team does a lot of forecasting. For high stakes, strategic forecasts, my answer is: yes!