Definition
Google Colaboratory, commonly known as Colab, is a hosted Jupyter notebook service that requires no setup and provides free access to computing resources, including Graphics Processing Units (GPUs) and Tensor Processing Units (TPUs). It is widely used for machine learning education, data analysis, and prototyping deep learning models because it eliminates the need for local hardware configuration. Users can save their work directly to Google Drive and share notebooks easily with collaborators.
Summary
A cloud-based Jupyter notebook environment that allows users to write and execute Python code through a browser with free access to GPUs.
Key Concepts
- Cloud Computing
- Jupyter Notebook
- GPU Acceleration
- Python Programming
Use Cases
- Machine Learning Prototyping
- Data Science Education
- Collaborative Coding