Simple ML for Sheets: Democratizing Machine Learning

Simple ML for Sheets is a free Google Workspace add-on that brings the power of machine learning to Google Sheets users of all skill levels. Developed by the TensorFlow Decision Forests team, this tool empowers you to leverage ML without coding knowledge or external data sharing.

Features

• Easy-to-use Interface: Predict missing values, train models, evaluate performance, interpret results, and even export models to Google Colab – all within the familiar Google Sheets environment.
• No Coding Required: No prior programming experience is necessary to utilize the app's powerful machine learning capabilities.
• Data Privacy: Your data remains secure; no data is shared with third parties.
• Comprehensive Functionality: Perform various ML tasks including prediction, anomaly detection, and pattern identification.
• Google Colab Integration: Seamlessly export trained models for further analysis and refinement in Google Colab.

Benefits

• Accessibility: Machine learning is made accessible to everyone, regardless of technical expertise.
• Efficiency: Streamline your data analysis workflow directly within Google Sheets.
• Simplicity: Intuitive interface simplifies complex ML tasks.
• Security: Maintain complete control and privacy over your data.
• Cost-Effective: The app is completely free to use.

Use Cases

• Predicting Missing Values: Fill in gaps in your datasets with accurate predictions.
• Anomaly Detection: Identify unusual data points and outliers.
• Pattern Identification: Discover hidden trends and relationships within your data.
• Data-Driven Decision Making: Make informed decisions based on reliable ML insights.

Simple ML for Sheets provides a powerful, accessible, and secure way to incorporate machine learning into your everyday spreadsheet tasks.