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Some Tips for Using Anaconda Python

Posted on August 8, 2020August 23, 2020 by Debashish

  1. Use Anaconda Python (Instead of standalone Python) on windows for developing python programs.
  2. Never install too many (or any) additional packages in the base environment.
  3. Create Different conda environments for different projects, e.g., one for machine learning, one for web scrapping, one for real-time hardware simulation etc.
    • conda create --name machine_learning python=3.7 (Optional: Specify Python version)
    • conda activate machine_learning
    • conda install pandas numpy scipy matplotlib sciit-learn (etc.)
  4. Install ipykernel in all environments for adding them to kernel selection menu in Jupyter UI.
    • conda install ipykernel
    • python -m ipykernel install --user --name machine_learning --display-name="Machine Learning with Python 3.7"

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