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
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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Ph.D. in Computer Engineering, Data Scientist
Machine Learning Algorithm Decision Trees
Gini Impurity
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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Programming
Binary Variable
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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Probability Distributions
Benford's Law
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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Machine Learning Algorithm Regression
Dummy Variable Trap
Ph.D. in Computer Engineering, Data Scientist
Statistics Sentiment Analysis
TF-IDF — Term Frequency-Inverse Document Frequency
Ph.D. in Computer Engineering, Data Scientist
Linear Algebra
Orthogonal and Orthonormal Vectors
Ph.D. in Computer Engineering, Data Scientist
Machine Learning Algorithm
Hierarchical Clustering
Ph.D. in Computer Engineering, Data Scientist