Google Colab is a popular online tool that allows users to write and execute Python code in Jupyter notebooks. It is particularly valuable for tasks that require significant computational power, as it provides free access to GPUs and TPUs. This makes it ideal for machine learning and data analysis projects. Users can share their notebooks easily, and it integrates well with Google Drive, facilitating data storage and collaboration.