2 Search Results – DataScienceCentral.com

Going Deeper: More Insight Into How and What Convolutional Neural Networks Learn

JonathanSymonds
September 8, 2018 at 7:30 am

In my earlier post I discussed how performing topological data analysis on the weights learned by convolutional neural nets (CNN’s) can give insight into what is being...

Why Digital Transformation Is So Dang Hard?

Bill Schmarzo
September 8, 2018 at 2:00 am

I recently talked to Clint Boulton, author of “Why digital transformations are lagging” about why Digital Transformation is so hard. His article raises lots of intere...

Sentence Classification using CNNs

PacktPublishing
September 7, 2018 at 9:22 pm

Though CNNs have mostly been used for computer vision tasks, nothing stops them from being used in NLP applications. One such application for which CNNs have been used ef...

New Book : Big Data in Engineering Applications

SanjibanSekharRoy
September 6, 2018 at 4:30 pm

BOOK : Big Data in Engineering Applications, SPRINGER. Editors: Roy, S.S., Samui, P., Deo, R., Ntalampiras, S. (Eds.). Dear All, The most anticipated book titled “B...

Scale-Invariant Clustering and Regression

Vincent Granville
September 6, 2018 at 4:02 pm

The impact of a change of scale, for instance using years instead of days as the unit of measurement for one variable in a clustering problem, can be dramatic. It can res...

Scale-Invariant Clustering and Regression

Vincent Granville
September 6, 2018 at 10:30 am

The impact of a change of scale, for instance using years instead of days as the unit of measurement for one variable in a clustering problem, can be dramatic. It can res...

Most Popular Text Analytics Tools and Algorithms

PreetishPanda
September 5, 2018 at 8:00 pm

With text analytics, various burning questions around the ‘why’ and ‘what’ of a piece or group of content can be answered. Examples like social media chatter arou...

Deep Dive into Polynomial Regression and Overfitting

Vincent Granville
September 5, 2018 at 5:30 pm

In this article, we show that the issue with polynomial regression is not over-fitting, but numerical precision. Even if done right, numerical precision still remains an ...

Deep Dive into Polynomial Regression and Overfitting

Vincent Granville
September 5, 2018 at 1:30 pm

In this article, we show that the issue with polynomial regression is not over-fitting, but numerical precision. Even if done right, numerical precision still remains an ...

History as a Guide to IoT Growth Trajectory

David Oro
September 5, 2018 at 11:30 am

Internet of Things (IoT) has generated a ton of excitement and furious activity. However, I sense some discomfort and even dread in the IoT ecosystem about the future –...

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