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Machine Learning – Can We Please Just Agree What This Means

 Originally published in Data Science Central, Dec 4, 2017 For the latest techniques in and revealing case studies about machine learning and predictive analytics, attend Predictive Analytics World for Business Las Vegas, June 3-7, 2018. As a profession we do a pretty poor job of agreeing on good naming conventions for really important parts...

How Artificial Intelligence Can Eliminate Bias and Improve HR Operations

 Originally published in FORBES, October 3, 2017 For more informative content on workforce analytics, come to Predictive Analytics World for Business Las Vegas, June 3-7, 2018. The use of artificial intelligence (AI) is growing,...

LinkedIn’s Fastest-Growing Jobs Today Are In Data Science and Machine Learning

 Originally published in FORBES, December 11, 2017 For today’s leading machine learning methods and technology, attend the conference and training workshops at Predictive Analytics World, June 3-7, 2018. Machine Learning Engineers, Data Scientists, and...

Deep Learning and Google Street View Can Predict Neighborhood Politics from Parked Cars

 For more on deep learning, consider attending the inaugural Deep Learning World, June 3-7 2018 in Las Vegas. Proposals to speak currently also being accepted. Originally published in IEEE Spectrum It’s likely that your car says something...

How Adversarial Attacks Work

 Originally published in ycombinator.com Recent studies by Google Brain have shown that any machine learning classifier can be tricked to give incorrect predictions, and with a little bit of skill, you can get them to give pretty...

Deep Learning vs. Machine Learning: A Data Scientist’s Perspective

 By: Rajendra Originally published in Houseofbots.com As artificial intelligence (AI) works its way into mainstream business practices, various different applications are coming up in conversations about how to best leverage the technology. In observing...

The Business of Artificial Intelligence—What It Can and Cannot Do for Your Organization

 Originally published in Harvard Business Review For more than 250 years the fundamental drivers of economic growth have been technological innovations. The most important of these are what economists call general-purpose technologies — a...

How Google is Remaking Itself as a “Machine Learning First” Company

  Originally published in Wired.com Carson Holgate is training to become a ninja. Not in the martial arts — she’s already done that. Holgate, 26, holds a second degree black belt in Tae Kwon Do....

The AI “Gaydar” Study and the Real Dangers of Big Data

 Originally published in The New Yorker Editor’s note: Keep in mind that the high “accuracies” such as 81%, as reported by this research up front, are misleading. The model is effective, with a lift...

Using Machine Learning to Predict Value of Homes On Airbnb

 Originally published in Medium Introduction Data products have always been an instrumental part of Airbnb’s service. However, we have long recognized that it’s costly to make data products. For example, personalized search ranking enables...

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