Looks like we don't really use an IDE in any of Machine Learning workflow stages if we use AWS SageMaker. Entire work is done in jupyter notebook. Is this correct?


2 Answers 2


Jupyter Notebook can be considered an integrated development environment (IDE).

Amazon Web Services (AWS)'s SageMaker is a fully managed, cloud version of Jupyter Notebook.


Some ide you can use in your local machine :

  1. Spyder
  2. Jupyter Notebook
  3. Jupyter Lab

Pycharm VSCode also has intregated support for notebook but i would suggest jupyter lab. It's really good

If you want to run on VMs then google colab and kaggle kernel is really good for free.

  • 1
    $\begingroup$ How does this relate to AWS Sagemaker? $\endgroup$
    – aranglol
    Commented Jul 16, 2020 at 23:39

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