Haytham Fayek

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Speech Processing for Machine Learning: Filter banks, Mel-Frequency Cepstral Coefficients (MFCCs) and What’s In-Between

Speech processing plays an important role in any speech system whether its Automatic Speech Recognition (ASR) or speaker recognition or something …

Deep Learning

A Refresher on Statistical Significance

When you run an experiment or analyze data, you want to know if your findings are “significant.” But business relevance (i.e., practical significance) isn’t always the same thing as confidence that a result isn’t due purely to chance (i.e., statistical significance). This is an important …

Simple end-to-end TensorFlow examples

I’ve been reading papers about deep learning for several years now, but until recently hadn’t dug in and implemented any models using deep learning …

Deep Learning

7 Steps to Mastering Machine Learning With Python

<b>By Matthew Mayo, KDnuggets.</b><p><i>Getting started</i>. Two of the most de-motivational words in the English language. The first step is often the hardest to …

Machine Learning

What's the Next Big Thing in Artificial Intelligence?

"But this technology has been around for years now!" That's the refrain I commonly hear these days when talking to more seasoned AI practitioners about the resurgence of AI and machine learning.<p>The origins of many of the scaled machine learning techniques in vogue today can be traced all the way …

NVIDIA Deep Learning, AI, HPC Classes Workshops

Machine Learning

How a Toronto professor’s research revolutionized artificial intelligence

MOUNTAIN VIEW, CALIF.—Three summers ago, at the age of 64, Geoffrey Hinton left his home in Toronto’s Annex neighbourhood to become an intern at …

Trilateration

In geometry, <b>trilateration</b> is the process of determining absolute or relative locations of points by measurement of distances, using the geometry of …

Accelerating MATLAB Algorithms and Applications

This article describes techniques that you can use to accelerate your MATLAB® algorithms and applications. Topics covered include:<p>Each section …

Machine Learning

10 Machine Learning Experts You Need to Know

Machine learning- to put it mildly- is an incredibly broad and varied field, with multitudes of applications. Thus, writing a list entitled “10 …

Machine Learning