Mohamed Gaber – Medium

Mohamed Gaber

K-Means Clustering from Scratch in 5 lines of code (Python)

In this short post, I will walk you through implementing the K-means clustering algorithm from scratch in the most efficient way.

Apr 25, 2021

K-Means Clustering from Scratch in 5 lines of code (Python)

Apr 25, 2021

A recommendation system for careervillage.org

In this five-part group project, we explain how we created a recommendation system for the website careervillage.org using data analysis…

Jan 28, 2021

A recommendation system for careervillage.org

Jan 28, 2021

Data Manipulation and Features Engineering with Pandas. The “No For Loops” guide.

This post is part 3 of the series about building a recommendation system for CareerVillage.com. You can find the outline of the series…

Dec 7, 2020

Data Manipulation and Features Engineering with Pandas. The “No For Loops” guide.

Dec 7, 2020

Published in
Towards Data Science

Using model interpretation with SHAP to understand what happened in the Titanic

Introduction

Oct 27, 2020

Using model interpretation with SHAP to understand what happened in the Titanic

Oct 27, 2020

Published in
DataDrivenInvestor

Hypothesis Testing Intuitively Explained using the Titanic Dataset in Python.

Hypothesis testing is a very common concept in statistical inference. In order to make a conclusion or inference using a dataset…

Oct 6, 2020

Hypothesis Testing Intuitively Explained using the Titanic Dataset in Python.

Oct 6, 2020

A Gentle Introduction to Lattice Gas Automaton for Simulation of Fluid Flow with Python.

Modeling fluid flow has been an area of interest for many researchers and scientists in the field of engineering and applied physics. In…

Sep 20, 2020

A Gentle Introduction to Lattice Gas Automaton for Simulation of Fluid Flow with Python.

Sep 20, 2020

Published in
The Startup

Build a GUI on Python Using Tkinter From Scratch. Step By Step for Beginners.

In this post, I’m going to show you how to build a simple GUI App using Python’s Tkinter. By the end of this short tutorial, you should be…

Sep 15, 2020

Build a GUI on Python Using Tkinter From Scratch. Step By Step for Beginners.

Sep 15, 2020

Cooking an Empanada with the Ising model. The Markov Chain Monte Carlo Recipe.

The Ising model is another example of a fascinating discrete model that can do a great job at modeling and simulating continuous systems…

Sep 15, 2020

Cooking an Empanada with the Ising model. The Markov Chain Monte Carlo Recipe.

Sep 15, 2020

Published in
The Startup

BERT (State of the Art)VS Simple Logistic Regression for Natural Langauge Processing

BERT is a very interesting multilayer deep learning model that is currently considered as the state of the art for natural language…

Sep 11, 2020

BERT (State of the Art)VS Simple Logistic Regression for Natural Langauge Processing

Sep 11, 2020

Mohamed Gaber

Mohamed Gaber

Data Science and Modeling and Simulation Enthusiast| Computational Sciences and Physics Student | gaber@minerva.kgi.edu

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