What is Plotly Dash?
Plotly headquartered in Montreal creates data visualization and UI tools for ML, data science, engineering, and the sciences with language support for Python, R, Julia, and JS. Plotly's Dash aims to empower teams to build data science and ML apps that put Python, R, and Julia in the hands of business users. The vendor states that full stack apps that would typically require a front-end, backend, and dev ops team can be built and deployed in hours by data scientists with Dash.
Categories & Use Cases
Top Performing Features
Security, Governance, and Cost Controls
Built-in controls to mitigate compliance and audit risk with user activity tracking
Category average: 8.5
MDM Integration
Integration with MDM and metadata dictionaries
Category average: 7.8
Flexible Model Publishing Options
Publish models as REST APIs, hosted interactive web apps or as scheduled jobs for generating reports or running ETL tasks.
Category average: 9.2
Areas for Improvement
Automated Machine Learning
Tools to help automate algorithm development
Category average: 8.9
Interactive Data Cleaning and Enrichment
Access to visual processors for data wrangling
Category average: 9
Data Encryption
Data encryption to ensure data privacy
Category average: 8.4