Need of Rubiscape

Data exists everywhere, both in structured and unstructured forms. However, it is counterproductive if it is not captured, cultivated, analysed, and leveraged.
Open Innovation is at the core of new-age business models. Thus, the real challenge is to have instant access to diverse data and simplified analytical processing to gain deeper insights and make a better impact.
Enterprises, Academia, and Governments are not able to leverage their diverse data due to lack of skills, expensive and sophisticated tools, colossal time and efforts, and investment required.
The Solution – Rubiscape – a New Age Data Science Platform!
Rubiscape unleashes new values from data for enterprises, institutions, and individuals, through co-creation and continuous innovation.
Rubiscape is an end-to-end Data Science Platform for developing, deploying, and managing real-time Application Programming Interfaces (APIs). The Rubiscape architecture incorporates a powerful integration of Big Data as well as the Open Source ecosystem.
The mission of Rubiscape is to help people connect their curiosity and experience with 'any data.' It aims to simplify Data Science through innovative tools and techniques.
With Rubiscape, one can

• Manage data complexity
• Maintain data integrity
• Master data diversity
• Nurture data culture

Features of Rubiscape

Rubiscape is another word for a holistic yet evolving world of data innovation. With the Rubiscape platform, we combine our passion and expertise in data science and analytics, providing cloud scalability, managed services, accelerators, and frameworks to make your data innovation successful.
Some of the key features of Rubiscape are given below.

• Faster Machine Learning
  • Rapidly build the best models for statistical analysis using a rich library of more than hundred pre-built machine learning algorithms and functions
  • Use machine learning (supervised as well as unsupervised)
  • Use Natural Language Processing
• Powered by Artificial Intelligence
  • Consume API-based AI/ML models with image processing, video processing, and text processing aligned with business processes or applications
• Agile Design
  • Seamlessly integrate plug and play customizable components according to the needs and evolving expectations of the industry
• Affordably Effective
  • Developed with high open-source technologies
  • Offered on Cloud as SaaS model
  • Simple to access and easy on the pocket (compared to the existing proprietary and on-the-premise products)
• For Everyone
  • Engage in and enjoy model creation and collaboration
  • Use Rubiscape even with the basic knowledge of statistics and without prior knowledge of programming
• Scalability and Performance
  • Auto-scaling for dynamic workloads or sudden load surge
• Rubiscape Governor
  • Organize all your data tasks into clearly identified projects
  • Monitor audit trails for user activities, rights, and compliance with a dedicated dashboard
• User Manager
  • Easy to use and simple interface for user management
  • Create, edit, and delete users from an intuitive process
  • Assign roles and access control while creating users
  • Create groups of multiple users and assign rights
• Collaboration
  • Single platform for all user personas
  • Create and share project documentation/knowledge base using Project Wiki
  • Share reusable components (datasets, models and so on) across various departments within the organization
• Content Manager
  • Manage rights of users on workspaces, projects, and datasets at all levels
  • Provide edit, delete, and read rights to the users
  • Add detailed descriptions on the objects (datasets, code, models, and so on)
• Deployment options
  • Choose from on-site deployment and cloud deployment options
  • Single-machine server to support the needs of small to mid-size organizations
  • Handle growing data, increasing workloads and scalability requirements using distributed server
  • Enterprise hosting

  • Private or public cloud [similar to Bring Your Own License (BYOL) deployment option] infrastructure

  • Managed Software as a Service (SaaS)
  • Cloud Foundry Platform as a Service (PaaS) to support multiple cloud providers

Applications of Rubiscape

The mission of Rubiscape is to make data science accessible to everyone, right from a data enthusiast to a data expert. The Rubiscape marketplace provides turn-key ready, end-to-end solutions. The Rubiscape platform empowers every developer and data scientist, working in any sector, to build, train, and deploy ML models rapidly.
Rubiscape is focused on providing a ready-to-use application for all market verticals. Enterprises can avail the opportunity of co-creation along with their customers and partners. Rubiscape helps them build a new scalable business model for the partner ecosystem to utilize platform capability to build vertical-specific offerings.
Some of the universal domains where Rubiscape can be used are,

• Sales
• Marketing
• Human Resource Management
• Automation
• Fraud Detection
• Consumer Analysis
• Risk Assessment and Compliance

Additionally, the following table enlists some of the crucial industry sectors and the corresponding domains/segments where the Rubiscape platform is employed.

Thus, with its pre-built solutions/applications, Rubiscape helps various industry sectors to accelerate their decision making and strategy formation with a focus on optimizing their Return on Investment (RoI).