8000 ianian-dot (Ian Petrus Tan) · GitHub
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  • University College London
  • UK/ Singapore

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Achievement: Arctic Code Vault Contributor

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Achievement: Arctic Code Vault Contributor

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ianian-dot/README.md

Hello! I am Ian Petrus Tan

Me in the Netherlands


  • 👀 broad areas of interest: data science, economics, statistics, behavioural psychology
  • 🎥 lower level areas of interests: movies (a24, coen brothers, ari aster...), indie music (the strokes, 1975, unknown mortal ochestra, yo la tengo...), sleep data, football (liverpool fan)
  • 🎒 academic background: BSc Economics and Statistics, MSc Data Science
  • 💞️ I’m looking to collaborate on any DS projects!
  • 📫 How to reach me : ian.ptn@gmail.com



Skills


Languages

Python R Pandas scikit-learn Postgres Matplotlib Tensorflow

Platforms/software

RStudio Visual Studio Code Tableau

Projects


Some academic projects

Some personal projects

Some projects at

Kaggle (153 forks Emon-ProCoder7 | RPubs

Kaggle (153+ forks)

RPubs

Others

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  1. countries_of_the_world countries_of_the_world Public

    My favourite Kaggle dataset so far - countries of the world. Analysing, visualising, feature engineering, modelling.

    Jupyter Notebook

  2. Football-Statistical-Modelling Football-Statistical-Modelling Public

    An Exploratory Look at some Football data from the EPL followed by basic modelling to extract insights from the game

    HTML

  3. Gym-attendance-pred-datacamp Gym-attendance-pred-datacamp Public

    DataCamp Data Scientist Certifcation test, binary classification of gym attendance data. Cleaned, explored data, and modelled binary attendance variable via logistic regression and XGB.

    Jupyter Notebook

  4. moviesds moviesds Public

    Analysing and exploring a dataset of 5000+ movies

  5. Running-effects-Music-and-Morning Running-effects-Music-and-Morning Public

    Investigating the factorial effects of Music and Morning on Running Times

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