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amanpkaur/README.md

Hello, I'm Amanpreet Kaur πŸ‘‹

I'm an Astrophysicist who solved astrophysical problems using data from telescopes (tabular and image). I employed python for all this work for my 13+ years in academia. During my research career of 6 years, I implemented machine learning methods for classification of astrophysical sources and classified 13% of the total unknown (33% total) using CART algorithms as well as Neural Networks. This was an innovation in my sub domain and my peer-reviewed publications got highly cited.

This made me discover my own passion for data science and at present, I am looking and working on my portfolio to become a full time data scientist. I am based in Philadelphia, PA, USA.

In short, I'm passionate about manipulating data to find meaningful insights! Needless to say, I still love the mysteries of our Universe and happy to talk about stars/black holes and planets to anyone. Oh, I also love gardening on our own Earth! 🌱

πŸš€ My Skills

  • Data Analysis/Visualization with Python
  • Machine Learning Models (Forecasting/Predicitve and Classification)

🌱 What I'm Currently Learning/Doing

  • Working on a self identified machine learning project with an end-to-end implementation. I am collaborating with 3 people who I met through different platforms.
  • Volunteering at Omdena for predicting the Unemployment Rate in Kenya
  • Engaging in DIY Halloween decoration projects that showcase my creativity and earn the appreciation of my friendly neighbors.

πŸ’Ό My Projects

πŸ“« How to Reach Me

You can reach me via email at [email protected] or connect with me on LinkedIn.

I am 100% willing to collaborate to work on data science projects if you are interested and ready to commit.

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  1. Churn-Prediction-python Churn-Prediction-python Public

    Churn Prediction using the data provided in a data challenge coursera course

    Jupyter Notebook

  2. Projects_Using_SQL_and_Python Projects_Using_SQL_and_Python Public

    IBM course on coursera

    Jupyter Notebook

  3. Learning-MachineLearningNotebooks Learning-MachineLearningNotebooks Public

    Forked from Azure/MachineLearningNotebooks

    Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

    Jupyter Notebook

  4. X-rayAnalysis X-rayAnalysis Public

    Automated analysis of X-ray data from a space telescope when operated in two different modes. It analyzes all the data and prints out the results in a csv file. I analyzed 10 years worth of data fo…

    Python 1