Go from data to insights
Simplify data tasks with the new Data Science Agent, powered by Gemini, and generate functional notebooks, now available free in Google Colab.
Generated notebooks are fully modifiable and shareable through standard Colab collaboration features. Teams can access the same working environment, customize generated code, and iterate together without setup overhead.
The agent produces complete, working notebooks that demonstrate proper data handling, library usage, and analysis techniques. Users can study and modify generated code to understand data science patterns and methodologies.
Data Science Agent generates complete, executable Colab notebooks from natural language descriptions, eliminating manual library imports, data loading, and boilerplate code writing. Users describe analysis goals (e.g., 'Visualize trends', 'Build prediction model') and receive fully functional notebooks ready to run and customize.
Colab provides free, cloud-hosted access to Google Cloud GPUs and TPUs, enabling users to run computationally intensive data analysis and machine learning tasks without purchasing or maintaining hardware.
The agent handles data understanding, statistical technique selection, and visualization generation automatically. Users upload data and describe objectives; the agent produces working code for correlation analysis, classification, trend visualization, and missing value handling.