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alruhban's Projects

10-steps-to-become-a-data-scientist icon 10-steps-to-become-a-data-scientist

In this repository, we want to review 10 skills that are essentials to get the job in fact, this repository is a reference for you, which you can learn all of skills that you need as data scientist

box-plots-sklearn icon box-plots-sklearn

An implementation of some of the tools used by the winner of the box plots competition using scikit-learn.

customer-analytics-in-python icon customer-analytics-in-python

I use various Data Science and machine learning techniques to analyze customer data using STP framework. I preprocessed the data, performed segmentation, hierarchical clustering, k-means, PCA techniques with a lot of visualizations to segment and understand customer data. I have performed Purchase Analytics (both descriptive analysis and predictive analysis). Used deep learning to enhance my model.

dsnd_term2 icon dsnd_term2

Contains files related to content and project of DSND Term 2

markdown-here icon markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

minecraft icon minecraft

Simple Minecraft-inspired program using Python and Pyglet

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

names icon names

Analysis of most poisoned names in US

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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