About me

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Hello! I'm Edson Kambeu.

I'm passionate about everything to do with data and data science. I use R, Python and SQL to solve data science and machine learning problems.

My Portfolio

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I love working on projects that make me improve my knowledge on data exploration, data visualisation, data cleaning, machine learning and deep learning. Check out some of the projects below.

Visualising COVID-19 data

In this project I visualized COVID 19 cases and deaths. The project involved mainly use of ggplot2, a popular R package for data visulizaton.

Skills: R, ggplot2, data vizualization, data manipulation, data storytelling.

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Facebook posts to SQL database

In this project I extracted my personal facebook posts from Graph API and stored them in mySQL database.

Skills: Python, mySQL, data extraction, data cleaning, database management.

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R Shiny Dashboard for UK Trade Exports

In this project I developed a app that summarise UK Trade Exports using R Shiny. The dashboard identifies UK best export countries, best export countries and general export trends.

Skills: R, R Shiny, data vizualization, data cleaning, data manipulation.

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Predicting heart disease

According to the World Health Organization(WHO), approximately 19.9 million people die of heart disease each year. In this project I developed a machine learning model to predict if a person has heart disease.

Skills: Python, machine learning,data cleaning, data manipulation.

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Loan default prediction

The core business of bank is to offer loans. Non-peformaing loans present the most signficant risk to the survival of a bank. It is important to be aware of who is likely to default before giving a loan. In this project I therefore developed a neural network model to predict loan default.

Skills: Python, Deep Learning, Neural Networks, Tensorflow, data manipulation.

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Transcation system using PL/pgSQL

In this project I developed, a complete end to end system transcation system using PL/pgSQL.The system allows a customer to register, order a product and purchase the product. The system updates customer records and inventory as customers purchase products.

Skills: Postgresql, PL/pgSQL, data collection, database management.

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Image classification

In this project I used a convolutional nueral network(CNN) model that clasifies images into 10 categories.

Skills: Python, Deep Learning, computer vision, CNNs, data manipulation.

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Exploring US Arrests using clustering techniques

In this project I explored US Arrests data by using K means and Hierarchical clustering techniques. Interesting patterns were observed.

Skills: R, clustering, data visualization, data manipulation, data exporation .

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Contact me

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