Linear Independence of Vectors and Its Importance
This tutorial in dedicated to the concept of linear independence of vectors and its associations with the solution of linear …
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Frame, Organize and Manage a Successful Machine Learning Project
In this article, we outline different steps to define, frame, organize, deploy, and evaluate a successful Machine Learning (ML) project. …
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Numpy – An Introduction to a Great Package for Linear Algebra
This article is dedicated to Numpy, one of the most important scientific computing libraries for Linear Algebra and henceforth, Machine …
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Vector Norm in Machine Learning – An Introduction
In this article, I will explain the vector and matrix norms. You will realize why they are essential, and what …
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PyTorch – A Savior Deep Learning Framework
In this article, I am going to discuss why PyTorch is the best Deep Learning framework. It’s extremely easy to …
Matrix Operations In Practice
Have you ever wondered why you need to know matrix operations? The answer is deadly simple: To work with matrices! …
Basic Linear Algebra Definitions that You Hear Every Day
Do you want to start learning Machine Learning and keep hearing buzzwords related to Linear Algebra? Vector, matrix, tensor? Those …
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The Remarkable Importance of Linear Algebra in Machine Learning
In this post, we address the importance of Linear Algebra in Machine Learning and discuss why we have to take …
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Nearest Neighbor Classifier – A Working Example
In this post, we present a working example of the k-nearest neighbor classifier. Previously we covered the theory behind this …
Healthcare and the Importance of Big Data
Have you ever ask yourself why data matters in healthcare? Most of us believe the Artificial Intelligence (AI) is enabling us to …