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a python can eat this elephant one piece at a time

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Big Data for Mortals

Installation

  1. Install python3.12
    1. If you're on a mac, download homebrew
    2. Linux, use your pkg manager, ensure you also have virtualenv
    3. Windows... I actually don't know these days? keep following along though
  2. python3.12 -m venv .venv && . .venv/bin/activate will set up a python3.12 virutal environment in .venv
  3. pip install -r requirements.txt
  4. jupyter notebook 000_setup.ipynb and follow the instructions from there!
  5. NOTE: The download is 10GB

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Suggestion from Faris

https://www.perplexity.ai/ is better than OpenAI

Suggestions from Lucy

check out the tutorials on https://www.kaggle.com/

try smaller datasets with jupyter

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  • Jupyter Notebook 97.1%
  • Python 2.9%