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In this video, I’ll show you how to create a Python virtual environment (venv) from scratch and explain why it’s so important for your projects. When you install packages globally, they all get mixed up inside your main Python installation — making your setup heavier and harder to manage. With a virtual environment, each project gets its ...
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Tanaya on Instagram: "✅ DO: • Create a new venv for every project • Freeze dependencies with pip freeze > requirements.txt • Use Python version managers (pyenv/conda) • Keep environments lightweight ❌ DON’T: • Install all libraries globally • Mix incompatible versions (TensorFlow & PyTorch mess) • Forget to activate the venv before running code • Commit your venv folder to GitHu#machinelearning #ai #generativeai #github"
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Tanaya on Instagram: "✅ DO: • Create a new venv for every project • Freeze
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Tanaya on Instagram: "✅ DO: • Create a new venv for every project • Freeze dependencies with pip freeze > requirements.txt • Use Python version managers (pyenv/conda) • Keep environments lightweight ❌ DON’T: • Install all libraries globally • Mix incompatible versions (TensorFlow & PyTorch mess) • Forget to activate the venv before running code • Commit your venv folder to GitHu#machinelearning #ai #generativeai #github"
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