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This notebook is in the area of People Analytics and includes the analysis of the IBM dataset to identify attrition. Besides attrition I also focus on diversity. I created strategies to reduce attrition.

License: MIT License

Jupyter Notebook 100.00%
python hvplot pandas matplotlib seaborn numpy data-analysis data-mining kaggle-dataset ibm

hr_analytics_ibmdataset's Introduction

๐Ÿ‘‹ Hi, Iโ€™m Katrin.

Family, friends and former colleagues describe me as language-savvy - so why not a programming language? I started with programming in Python in July 2021 to be prepared for the Data Science full-time bootcamp (09-2021 - 12-2021) at neuefische which I completed end of 2021.

Data followed me since school, during my studies and even in my professional career. I am used to jump into the deeper end to grow and learn - never stop learning ๐Ÿ˜‰๐Ÿ˜‰๐Ÿ˜‰

Before I started the Data Science bootcamp I studied Geography and Chemistry at HU in Berlin and worked for over 10 years in HR and Executive Search. I am combining these 2 worlds in Recruiting Analytics now, dealing with global data and able to give data based recommendations for actions.

I am a traveller ๐ŸŒŽ๐ŸŒ๐ŸŒ and am crazy about snorkeling with ๐Ÿข๐Ÿ ๐Ÿฌ - it is the best to reduce the stress level in 1 second ๐Ÿ˜‰

  • ๐Ÿ”ญ Iโ€™m working with different HR datasets: attrition and diversity

  • ๐ŸŒฑ Iโ€™m currently learning more about ChatGPT, HRM and Recommendation Systems

  • ๐Ÿ‘จโ€๐Ÿ’ป All of my neue fische projects are available under Projects

  • Find my Capstone project from the neue fische bootcamp here: GitHub | https://www.youtube.com/watch?v=BiMvUGV7Gto&t=6s

  • Created own repos and notebooks based on Kaggle and Zindi Challenges/Datasets are here: Streaming - Movies | Finder for Customer Databases

  • ๐Ÿ’ฌ Ask me about Talent Acquisition strategies, Marvel โค๏ธ and good movies and series on Netflix and Disney+

  • ๐Ÿ“„ Know about my experiences


Connect with me:

https://www.linkedin.com/in/katrin-mulinski-81ab5622/ https://www.xing.com/profile/Katrin_Mulinski/cv ironman2483 https://zindi.africa/users/IronMan2483 https://www.codewars.com/users/IronMan2483

Languages and Tools:

python pandas postgresql popsql scikit_learn matplotlib seaborn plotly hvplot

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