Google Colab Service
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A Google Colab Service is a cloud-based Jupyter Notebook-based notebooking environment.
- Context:
- It can (typically) be used to create Google Colab Notebooks.
- It can (typically) have Google Colab Features, such as Colab Forms, and Colab AI.
- It can provide free access to computing resources including CPUs, GPUs, and TPUs.
- It can support collaboration, allowing multiple people to work on the same notebook simultaneously.
- It can support integration with Google Drive and GitHub for storing and sharing notebooks.
- It can provide a pre-configured environment with many popular Python libraries pre-installed.
- …
- Example(s):
- Counter-Example(s):
- See: Jupyter Notebook, Interactive Development Environment, Data Analysis, Jupyter Project.
References
2023
- bard
- QUOTE: Google Colab is a free, easy-to-use Jupyter notebook environment that runs in the cloud. It is a great choice for beginners and researchers who want to experiment with machine learning. However, it does not offer as many features as Vertex AI, such as managed infrastructure, pre-trained models, and integration with other Google Cloud services.
2023
- (Wikipedia, 2023) ⇒ https://en.wikipedia.org/wiki/Project_Jupyter#History Retrieved:2023-8-27.
- … Examples include Amazon SageMaker Notebooks,[1] Google's Colaboratory,[2] and Microsoft Azure Notebook. ...
2023
- https://colab.research.google.com/
- QUOTE: Colab, or “Colaboratory", allows you to write and execute Python in your browser, with
- Zero configuration required
- Access to GPUs free of charge
- Easy sharing
- Whether you're a student, a data scientist or an AI researcher, Colab can make your work easier. Watch Introduction to Colab to learn more, or just get started below! ...
- QUOTE: Colab, or “Colaboratory", allows you to write and execute Python in your browser, with
2022
- https://www.tutorialspoint.com/google_colab/what_is_google_colab.htm
- QUOTE: If you have used Jupyter notebook previously, you would quickly learn to use Google Colab. To be precise, Colab is a free Jupyter notebook environment that runs entirely in the cloud. Most importantly, it does not require a setup and the notebooks that you create can be simultaneously edited by your team members - just the way you edit documents in Google Docs. Colab supports many popular machine learning libraries which can be easily loaded in your notebook.
- What Colab Offers You?
As a programmer, you can perform the following using Google Colab.
- Write and execute code in Python
- Document your code that supports mathematical equations
- Create/Upload/Share notebooks
- Import/Save notebooks from/to Google Drive
- Import/Publish notebooks from GitHub
- Import external datasets e.g. from Kaggle
- Integrate PyTorch, TensorFlow, Keras, OpenCV
- Free Cloud service with free GPU