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Attacks Against Machine Learning — An Overview

 Originally published in elie.net, May, 2018   This blog post survey the attacks techniques that target AI (artificial intelligence) systems and how to protect against them. At a high level, attacks against classifiers can be broken down into three types: Adversarial inputs, which are specially crafted inputs that have been developed with the aim...

The US Military is Funding an Effort to Catch Deepfakes and Other AI Trickery

 By: Will Knight Originally published in MIT Technology Review, May 23, 2018 But DARPA’s technologists admit that it might be a losing battle. Think that AI will help put a stop to fake news?...

An Introduction to Deep Learning for Tabular Data

 By: Rachel Thomas Originally published in fast.ai, April 29, 2018 There is a powerful technique that is winning Kaggle competitions and is widely used at Google (according to Jeff Dean), Pinterest, and Instacart, yet...

Deep Learning is the Newest Trend Coming Out of Machine Learning, But What Exactly Is It?

 Originally published in KDnuggets For today’s leading deep learning methods and technology, attend the conference and training workshops at Deep Learning World Las Vegas, June 3-7, 2018.   Deep Learning is the newest trend coming out...

There’s No Such Thing as a Data Scientist

 Originally published in Medium, March 12, 2018 For today’s leading machine learning methods and technology, attend the conference and training workshops at Predictive Analytics World Las Vegas, June 3-7, 2018. What do you really...

The Machine Learning Reproducibility Crisis

 Originally published in Pete Warden’s Blog, March 19, 2018 For today’s leading machine learning methods and technology, attend the conference and training workshops at Predictive Analytics World Las Vegas, June 3-7, 2018. I was...

Top 10 Challenges to Practicing Data Science at Work

 Originally published in Business Over Broadway, March 18, 2018 For today’s leading machine learning methods and technology, attend the conference and training workshops at Predictive Analytics World Las Vegas, June 3-7, 2018. A recent...

China Has Shot Far Ahead of the US on Deep-Learning Patents

 Originally published in Quartz, March 2, 2018 For today’s leading deep learning methods and technology, attend the conference and training workshops at Deep Learning World Las Vegas, June 3-7, 2018.   China wants to become a...

China Overtakes US in AI Startup Funding with a Focus on Facial Recognition and Chips

 Originally published in The Verge, Feb 22, 2018 For today’s leading deep learning methods and technology, attend the conference and training workshops at Deep Learning World Las Vegas, June 3-7, 2018.     The competition between...

Deep learning applications in railroads: Predicting carloads

 Originally published in Railway Age, January 31, 2018 For today’s leading deep learning methods and technology, attend the conference and training workshops at Deep Learning World Las Vegas, June 3-7, 2018.   The freight railroad industry...

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