Data science and machine learning portfolio

This repository contains simple portfolio for showing my data science and machine learning skills.

Contents

  • customer_segmentation - contains Jupyter notebook showing customer segmentation for an imaginary eshop
  • nlp - contains Jupyter notebook showing simple Fasttext model trained on custom created corpus
  • simple_classifier - contains Jupyter notebook showing basic exploratory data analysis and classification on Carvana's dataset

Requirements

  • Python 3
  • Jupyter notebook
  • non Windows OS

Running

Just run jupyter notebook in your terminal and explore the enclosed notebooks. And remember to run

$ pip install -r requirements.txt

before first run of each notebook to satisfy its requirements.

Author

  • Hynek DavĂ­dek