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Phase 1 · Programming & CS Foundations

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Virtual Environments (venv/conda)

Part of the AI Engineer Roadmap.

Summary

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

How to Learn This

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

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List/Dict/Set Comprehensions

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pip & Package Management

More topics in Programming & CS Foundations

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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