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6 business risks of shortchanging AI ethics and governance

CIO Business Intelligence

This incident, which provides insight into what can go wrong for any enterprise that has deployed AI without adequate data governance , is just the latest in a series of high-profile companies that have seen their AI-related PR disasters all over the front pages. The hospital did this by investing more in data collection, Taglieti says.

Risk 145
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Hitting the Gym With Neural Networks: Implementing a CNN to Classify Gym Equipment

Insight

In short, I was faced with two major difficulties regarding data collection: I didn’t have nearly enough images, and the images I did have were not representative of a realistic gym environment. The VGG16 architecture was the runner-up in the ILSVRC-2014 challenge. In the next section, we’ll find out!

Metrics 58
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Euro Soccer Special: What Football Teaches Us About Analytics

Sisense

Sensors in these devices connect to cellular phone transmitters or the club’s Wi-Fi network to monitor the data feeds. The data collected by these devices is used to design personalized training plans. On 8 July 2014, Brazil suffered its worst ever defeat at the hands of Germany, losing 7-1 in the World Cup semifinal.

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Magnificent Mobile Website And App Analytics: Reports, Metrics, How-to!

Occam's Razor

In blue is how much time we spent in 2010 and in blue the time spent in 2014. was the dramatic shift between 2010 to 2014 to mobile content consumption. In this post we will look mobile sites first, both data collection and analysis, and then mobile applications. Surely you are not surprised that digital finally beats TV.

Metrics 141
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6 Case Studies on The Benefits of Business Intelligence And Analytics

datapine

The companies that are most successful at marketing in both B2C and B2B are using data and online BI tools to craft hyper-specific campaigns that reach out to targeted prospects with a curated message. Everything is being tested, and then the campaigns that succeed get more money put into them, while the others aren’t repeated.

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Explaining black-box models using attribute importance, PDPs, and LIME

Domino Data Lab

Joint training, for example, adds an additional “explanation task” to the original problem and trains the system to solve the two “jointly” (see Bahdanau, 2014). After forming the X and y variables, we split the data into training and test sets. layer-wise relevance propagation), model distillation (e.g.

Modeling 139
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Crushing It With Competitive Intelligence Analysis: Best Metrics, Reports

Occam's Razor

How is competitive intelligence data collected? Competitive intelligence data will never match your site's analytics tool. CI data collection. How does any tool have access to your website or mobile app data? But in the lovely environment of the web there are a number of ways to collect your data.

Metrics 155