Fisseha Berhane, PhD

Data Scientist

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Data Analysis and Machine Learning with Matlab

Support Vector Machines (SVMs)

This post is on applications of linear and gaussian kernels in SVMs. SVMs, which are non-probabilistic classifiers, are formulated so that only points near the decision boundary really make a difference... more

Gradient descent and normal equation in Linear Regression

This post is on gradient descent and normal equation techniques for linear regression to predict profits and house prices... more

Logistic Regression

In this post, I will show how to implement logistic regression with Matlab. We will use logistic regression to predict whether a student will be admitted to a university... more

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