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Stop 01 · Programming & CS FoundationsTopics · 6/12

Virtual Environments (venv/conda)

Part of the AI Engineer Roadmap

In short

Isolated Python environments per project so package versions (numpy, torch, transformers) don't conflict across your different AI projects.

How to learn this

  1. 1Create and activate a venv or conda environment from scratch.
  2. 2Learn to export and recreate an environment with requirements.txt or environment.yml.
  3. 3Practice switching between environments for two different projects with conflicting dependencies.

More topics at this stop

Python Syntax & Data TypesControl FlowFunctionsOOP in PythonList/Dict/Set Comprehensionspip & Package ManagementJupyter NotebooksGit & GitHub BasicsCommand Line BasicsWorking with APIs (requests)File I/O & JSON/CSV Handling

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