Google Colab
Colab, short for Google Colaboratory, is a free cloud service based on Jupyter Notebooks for machine learning education and research. It provides a platform where you can use and share Jupyter notebooks with others without having to download, install, or run anything on your own computer.
Here's a basic guide on how to use Google Colab:
- Go to the Google Colab website.
- Sign in with your Google account.
- Click on
File
>New notebook
to create a new notebook. - You can write Python code in the cells. To run the code in a cell, click on the play button on the left side of the cell or use the keyboard shortcut
Shift + Enter
. - You can add new cells by clicking on
+ Code
or+ Text
buttons in the toolbar.+ Code
adds a new cell for writing code while+ Text
adds a new cell for writing text. - You can import data files or notebooks by clicking on
File
>Upload notebook
orFile
>Upload dataset
. - You can save your notebook by clicking on
File
>Save
. The notebook will be saved to your Google Drive. - You can share your notebook with others by clicking on the
Share
button in the top right corner. You can choose to share the whole notebook or a link to the notebook.
Remember, Google Colab provides a runtime environment, so you don't have to worry about setting up Python or any packages on your local machine. It also provides free access to hardware accelerators like GPUs and TPUs which can be very useful for machine learning tasks.