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Learn Python with Google Colab

For beginners doing data work, I like Google Colab because it keeps your setup minimal and your feedback loop fast. You can run code, inspect outputs, and iterate within seconds, which is exactly what you want early on. Once you’re comfortable, you can expand to tools like VS Code—but Colab is a great starting point.

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Pros

  • +Minimal setup and beginner-friendly
  • +Fast iteration for exploration and EDA
  • +Great for learning in notebooks

Cons

  • -Not ideal for managing larger multi-file projects long-term
  • -Less practice with local environments and project structure

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