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Hi and welcome to my GitHub! 👋

About me

My name is Johannes and I am currently studying my master in Statistics and Machine Learning at Linköpings University!

  • 📝 I wrote my bachelor's thesis on a mixed media model designed to analyze the effects of money spent on each channel in acquiring new customers. The model used for this analysis was XGBoost, and SHAP values were employed to achieve a more fair assessment of each channel's contribution

  • 🧮 Enjoy problem solving using programming in R and Python

  • ⚽ I have a passion for working with image and sports data, applying machine learning techniques to extract insights and patterns.

  • 📊 Utilizing data vizualisation techniques to uncover information and effectively communicate results


Languages and some of the tools I use

R  RMarkdown  Plotly  GGplot2  Dplyr  Shiny  Stringr  Tidyr 

Python  Spyder  Jupyter  Matplot  Numpy  Pandas  Scikit  Tensorflow 

MySQL  Mariadb 


Check out my repositories to see some of the work I have done in my studies and spare time!

GitHub Stats created with the repository in the following link!

Githubstats

Graphic


If you want to know me better you can reach me on LinkedIn or by mail:

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📫 [email protected]

Johannes Hedström's Projects

advanced_r icon advanced_r

1 Lab for the advanced R course(The first package we created)

big-data icon big-data

This repository contains the labs from a Big Data course in my Master program

deep-learning icon deep-learning

This repository contains some of my work from deep learning courses from both Umeå University and Linköpings University

fruit-classification icon fruit-classification

Image classification for different fruits, using a transfered learned VGG-model with added layers. Getting 100% accuracy on test-set

githubstats icon githubstats

A repository with python code that will help you gather statistics from your own github repos!

lab4_r icon lab4_r

Labs in the advanced programming in r course 732A94

shiny_badaan icon shiny_badaan

A shiny app which uses the BaDaAn package to plot some data from kolada

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