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Data science vs data analytics: Unpacking the differences

IBM Big Data Hub

Overview: Data science vs data analytics Think of data science as the overarching umbrella that covers a wide range of tasks performed to find patterns in large datasets, structure data for use, train machine learning models and develop artificial intelligence (AI) applications. Watsonx comprises of three powerful components: the watsonx.ai

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Attacks against machine learning — an overview

Elie

which involve feeding training adversarial data to the classifier. The most common attack type we observe is model skewing, where the attacker attempts to pollute training data in such a way that the boundary between what the classifier categorizes as good data, and what the classifier categorizes as bad, shifts in his favor.

Mining 107
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article thumbnail

Attacks against machine learning — an overview

Elie

which involve feeding training adversarial data to the classifier. The most common attack type we observe is model skewing, where the attacker attempts to pollute training data in such a way that the boundary between what the classifier categorizes as good data, and what the classifier categorizes as bad, shifts in his favor.

Mining 91
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MY TAKE: Why Satya Nadella is wise to align with privacy advocates on regulating facial recognition

The Last Watchdog

And their grander vision is to help establish a nationwide biometric database in which a hybrid facial ID/fingerprint can be used for things such as fraud-proofing retail transactions, or, say, taking a self-driving vehicle for a spin. The ultimate concern with this technology is that we’ll end up in a surveillance society where your I.D.

Privacy 157
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Leaders need the technical detail

MIKE 2.0

If the thing a business does well, such as issue credit cards, sell books or make trains is challenged by a new technology then it can bring the whole enterprise down. Medical, mining and energy businesses are among those that should be on the lookout for more immediate applications and perhaps partner on research efforts.

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The Gap Scenario

John Battelle's Searchblog

* It's been a longstanding thesis of mine that Google's ability to reorder information in microseconds, based on our declared intent through a search query, has habituated us to expect an immediate and relevant response from nearly every website - and in particular, commercial sites. You came in for your own retail therapy, after all.

Retail 92
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We Have Yet to Clothe Ourselves In Data. We Will.

John Battelle's Searchblog

In the digital world, we’ve been trained to see “Preferences” as synonymous with “Dealing With S**t I Don’t Want To Deal With.” Imagine further if I could mash it up with other data entities – be they friends of mine, bands I like, or even brands? But truth is, Preferences are no fun.

Retail 109