Phase 3 · Python for Data Science

Topics

Jupyter Notebooks & Google Colab

Part of the Data Science Roadmap.

Summary

Interactive coding environments mixing code, output and notes — Jupyter runs locally, Colab runs in the browser with free GPU access, both standard for data science exploration and prototyping.

How to Learn This

  • 1Set up both a local Jupyter environment and a Google Colab notebook.
  • 2Practice mixing markdown notes with code cells to document your reasoning.
  • 3Use Colab's free GPU runtime for a small deep learning experiment later in this roadmap.
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