LeNet-5 - A Classic CNN Architecture
Yann LeCun, Leon Bottou, Yosuha Bengio and Patrick Haffner proposed a neural network architecture for handwritten and machine-printed character recognition in 1990’s wh...
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Creating a Great Information Dashboard
Data visualization is a general term that describes any effort to help people understand the significance of data by placing it in a visual context. Patterns, trends and ...
How to Choose a Machine Learning Model – Some Guidelines
In this post, we explore some broad guidelines for selecting machine learning models The overall steps for Machine Learning/Deep Learning are: Collect data Check...
Everything You Need to Know About Convolutional Neural Networks
Convolutional neural network – In this article, we will explore our intuitive explanation of convolutional neural networks (CNNs) on high level. CNN are inspired by th...
Social Complacency Model of Personal Privacy – The Faulty Discourse
Something I learned during my graduate studies is that jails – like the old Don Jail as it once existed in Toronto (photographed by me above) – has special significan...
AI in Healthcare – Ethical Considerations
Given the touting of recent analytic and machine learning results in healthcare, why haven’t doctors been replaced by computers yet? The truth is that there are man...
Building Blocks of Decision Tree
It’s been said that Data Scientist is the “sexiest job title of the 21st century.” This is because of one main reason that there is a humongous amount of data ...
A generalized stochastic calculus
In 1963 Benoit Mandelbrot published an article called “The Variation of Certain Speculative Prices.” It is a response to the forming theory that would become Modern...
R Squared Value Demystified
As we all know in today’s world of quick results and insights nobody wants to spend time in understanding the core concepts of certain statistical terms while performin...
Breaking Down Cognitive Computing | What’s it all about?
Cognitive Computing is often used interchangeably with artificial intelligence, not that it’s entirely incorrect. MIT Sloan School of Business, for instance, defines th...