Key Capabilities
Rubiscape is a versatile and unified Data Science platform in its class. With integrated tools for Visual ML-Ops, Data Engineering, Data Visualization, and IOT Data Analytics, simplify your ML-Ops, with a user-friendly interface for building, training, and deploying models.
AutoML
Rubiscape AutoML is a "Data scientist" in a box for business users. Its provides a wizard based step by step approach to run the models and explore the best fit results
Pro-code Environment
Rubiscape Pro-Code is built for seasoned Data Scientist for building custom machine learning models using Python and R in a Jupyter environment, offering flexibility and control over the model development process.
- Quick and easy best fit model Selection and Optimization
- Customized Model Building for your specific needs and requirements.
- Advanced Data Exploration and Analysis Capabilities
- Custom Visualization Creation for enhanced data understanding and storytelling.
- Integrated Development Environment for coding, testing, and debugging.
- Pre-built latest Libraries and Frameworks for modelling and experimentation.
Metadata Designer
Metadata Designer is a powerful visual drag & drop tool to build your data dictionaries for seamless utilization across data integration, model development, and dashboard creation, ensuring consistency and accuracy in data-driven applications.
- A holistic view of data attributes and their relationships.
- Simplified Metadata Management ensuring data consistency.
- Intuitive Interface for Easy Navigation.
- Enhanced Decision-Making with accurate and up-to-date data definitions.
- Power and flexibility for dictionary of data sources and their attributes.
Data Explorer
Explore your data to discover deeper insights instantly. Validate the results using confusion matrix, decision trees, and model comparison. Easily identify trends, outliers, and patterns in your data, gain insights that may have gone unnoticed using traditional methods.
- Interactive Data Exploration with Powerful tabulation and visualization
- Trend Identification and Outlier Detection.
- Advanced Statistical and Machine Learning Techniques.
- Actionable Insights for better team collaboration.
- Power and Flexibility for Data Exploration.
Data Prep
Whether you're a data analyst, scientist, or business leader, Rubiscape's Data Preparation feature provides the power and flexibility you need to prepare your data quickly and easily for analysis.
- Comprehensive Data Cleaning and Transformation through an intuitive visual interface.
- Automated Data Preparation saving time and effort in the data wrangling process.
- Seamless Data Integration from disparate sources.
- Intuitive Visual Interface for a quick and effortless data preparation.
- Power and Flexibility to prepare data efficiently and unlock valuable insights.
Data Connect
Seamless connectivity to a wide range of data sources, both structured and unstructured, ensuring effortless access and integration
- Extensive Library of over 100+ pre-built connectors and integrations.
- Versatile Data Source Compatibility with databases, cloud storage, APIs etc
- Efficient Retrieval of Structured and Unstructured Data.
- Accelerate your data access and integration processes, saving time and efforts.
- Derive valuable insights from your data quickly and effectively, regardless of your role as a data scientist, analyst, or business leader.
Model Experimentation
Build, test, tune, validate, compare your models with ease and efficiency using a low-code and function rich studio.
- Explore diverse ML algorithms and techniques for quick model building and iteration.
- Visual UI for model development - focus on better outcomes rather than complex coding.
- Fine-tune and validate your models using hyperparameter adjustments, feature experimentation, and performance evaluation.
- Model Comparison to effortlessly identifying the best-performing model.
- Optimize your models for better accuracy and performance
Interactive Dashboards
Create visually appealing and insightful dashboards with a rich widget gallery, personalization options, and collaboration features.
- Wide Range of Widgets and Visualizations.
- Personalization for Unique, professional, and distinctive Dashboards.
- Collaborate seamlessly with team members.
- Automated Scheduling and broadcasting at scale with ease.
- Interactive dashboards with scenario modelling and what-if analysis
ML Ops
Build robust data pipelines, automate model execution, and scale your operations effortlessly and securely.
- Streamlined Data Pipelines throughout your ML workflow.
- Automate your ML Models by scheduled or event-triggered model runs.
- Scalability at Your Fingertips, be it small-scale or enterprise-level workloads.
- Better and controlled data governance.
- Intuitive interface for simplified model deployment and management.
Data Governance
Implement robust controls and policies to ensure data integrity, confidentiality, and usage administration.
- Comprehensive Data Security with stringent access controls.
- Usage Monitoring and Auditing.
- Policy Enforcement for data access control policies.
- Effective Usage and Access Administration
- Monitor what matters and govern what is sensitive with confidence.
