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Fatih Karabiber Ph.D. in Computer Engineering, Data Scientist

Associate Professor of Computer Engineering. Author/co-author of over 30 journal publications. Instructor of graduate/undergraduate courses. Supervisor of Graduate thesis. Consultant to IT Companies.


Linear Algebra

Eigenspace

October 23rd, 2020

An Eigenspace is a basic concept in linear algebra, and is commonly found in data science and in engineering and science in general.

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Author: Fatih Karabiber
Ph.D. in Computer Engineering, Data Scientist

Machine Learning Algorithm Decision Trees

Gini Impurity

October 30th, 2020

A measurement used to build Decision Trees to determine how the features of a dataset should split nodes to form the tree.

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Author: Fatih Karabiber
Ph.D. in Computer Engineering, Data Scientist

Programming

Binary Variable

November 12th, 2020

A binary variable is a categorical variable that can only take one of two values, usually represented as a Boolean — True or False — or an integer variable — 0 or 1

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Author: Fatih Karabiber
Ph.D. in Computer Engineering, Data Scientist

Probability Distributions

Benford's Law

November 29th, 2020

Benford’s Law, also called the first digit law, states that the leading digits of numbers in datasets that span large orders of magnitude are distributed in a non-uniform way.

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Author: Fatih Karabiber
Ph.D. in Computer Engineering, Data Scientist

Jaccard Similarity

December 8th, 2020
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Author: Fatih Karabiber
Ph.D. in Computer Engineering, Data Scientist

Machine Learning Algorithm Regression

Dummy Variable Trap

December 14th, 2020
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Author: Fatih Karabiber
Ph.D. in Computer Engineering, Data Scientist

Sparse Matrix

December 18th, 2020
Fatih-Karabiber-profile-photo.jpg
Author: Fatih Karabiber
Ph.D. in Computer Engineering, Data Scientist

Chebyshev's Inequality

February 8th, 2021
Fatih-Karabiber-profile-photo.jpg
Author: Fatih Karabiber
Ph.D. in Computer Engineering, Data Scientist

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