Induction
Induction is an open-source augmented analytics platform that enables fast data preparation, automated machine learning, and intelligent business analytics. It allows users to rapidly prepare, blend, and transform data for analysis.
data-preparation
machine-learning
analytics
Induction: Open-Source Augmented Analytics Platform
Induction is an open-source augmented analytics platform that enables fast data preparation, automated machine learning, and intelligent business analytics. It allows users to rapidly prepare, blend, and transform data for analysis.
What is Induction?
Induction is an open-source augmented analytics platform designed to help companies accelerate their adoption of machine learning and business intelligence. It combines several key capabilities into one unified platform:
- Data preparation and blending: Intuitive visual interface for connecting to data sources, shaping and cleansing data, and blending it for analysis.
- AutoML: Automated machine learning that builds, optimizes and compares models with no coding required.
- Business analytics: Interactive data visualizations, dashboards and reports to uncover insights.
Key benefits of Induction include:
- Speed and productivity: Prebuilt connectors, recommendation engine, and automation features allow business teams to build and iterate faster.
- Accessibility: Low-code environment brings machine learning and analytics to business users without specialized data science skills.
- Open and extensible: Integration with popular languages like Python and R allows extension for advanced users.
- Cloud-native and scalable: Designed for both on-premises or cloud deployment and to handle large, streaming data volumes.
With its combination of automation, ease-of-use and extensibility, Induction enables organizations to accelerate their adoption of AI and analytics at scale.
Induction Features
Features
- Data preparation
- Automated machine learning
- Business analytics
- Open source
- Cloud native
- Model monitoring
- Model deployment
Pricing
- Open source
- Freemium
- Custom pricing
Pros
Fast and easy data preparation
Automated ML speeds model development
Visualizations and dashboards
Free and open source
Scales to large data
Monitors models in production
Cons
Limited advanced ML capabilities
Less flexibility than coding ML
Requires knowledge of Python
Not as full-featured as paid platforms
Official Links
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