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Deep learning: the final frontier for signal processing and time series analysis?

AndreaManeroBastin
October 5, 2019 at 2:30 am

This article was written by Alexandr Honchar. People use deep learning almost for everything today, and the “sexiest” areas of applications are computer vision, natur...

Adversarial Attacks on Deep Neural Networks: an Overview

AnantJain
October 2, 2019 at 12:49 pm

Introduction Deep Neural Networks are highly expressive machine learning networks that have been around for many decades. In 2012, with gains in computing power and impro...

Cross-Validation: Concept and Example in R

AndreaManeroBastin
October 2, 2019 at 5:30 am

This article was written by Sondos Atwi. In Machine Learning, Cross-validation is a resampling method used for model evaluation to avoid testing a model on the same dat...

Significance Level vs Confidence level vs Confidence Interval

Stephanie Glen
September 30, 2019 at 8:00 am

You may have figured out already that statistics isn’t exactly a science. Lots of terms are open to interpretation, and sometimes there are many words that mean the...

A Comprehensive Guide to Stochastic Gradient Descent Algorithms

AndreaManeroBastin
September 29, 2019 at 11:00 pm

This article was written by Giuseppe Bonaccorso. Stochastic Gradient Descent (SGD) is a very powerful technique, currently employed to optimize all deep learning model...

Creating a slicer that filters multiple columns in Power BI

AdetayoKolade
September 29, 2019 at 6:30 am

Power BI provides slicers for a single column, but there are scenarios where it could be useful to consolidate alternative filters for multiple columns in a single slicer...

Using a Bathroom Faucet to Teach Neural Network Basic Concepts

Bill Schmarzo
September 29, 2019 at 12:29 am

They say that the best ideas sometimes come to you while you are in the shower, and this idea of how to explain two important Neural Network concepts – Backpropagation ...

Discover How IoT Escalates Vehicle Fleet Safety.

SanjeevVerma
September 26, 2019 at 9:30 pm

With intense urbanization, the transportation industry works round the clock to suffice the demands of their projects. Carrying goods from one part of the city to the oth...

TensorFlow 1.x vs 2.x. – summary of changes

ajitjaokar
September 25, 2019 at 7:30 pm

Overview of changes TensorFlow 1.0 vs TensorFlow 2.0 Earlier this year, Google announced TensorFlow 2.0, it is a major leap from the existing TensorFlow 1.0. The key diff...

Bayesian Machine Learning

Ashutoshvyas
September 25, 2019 at 5:30 am

Bayesian Machine Learning (part -6) Probabilistic Clustering – Gaussian Mixture Model Continuing our discussion on probabilistically clustering of our data, where we le...

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