What is Data2iQ?
Data2iQ is an advanced enterprise and cloud automated machine learning platform. Data2iQ (data to IQ) means transforming data to intelligence.
Data2iQ captures and unifies the knowledge and tasks of data scientists and domain experts to deliver advanced automated machine learning solutions to actual business problems. Data2iQ empowers users to quickly build and deploy highly accurate machine learning models within an adaptive visual interface.
How Data2iQ Works
Connecting with virtually any data source whether structured, unstructured or streaming, and integrate with Data2iQ’s AI and ML engine.
Acquiring relevant information through automated processes, reasoning, self-correction, and rules for using the information and for reaching conclusions
AI & AutoML Engine
Utilizing AI & AutoML to generate a data analysis pipeline that include pre-processing and feature selection with model formulation that optimizes result.
Displaying trends, trajectory and insightful results from the analysis of a multitude data points from large volume and high velocity of data.
Benefits of the Data2iQ AI & Automated Machine Learning
Data2iQ automates the entire modeling lifecycle for stakeholders to build data pipelines, train and generate machine learning models, and share insights to the business all from a same unified and interactive workspace environment. The platform provides the following key benefits:
Real-time Data Collection and Exploration
Data2iQ collects and explores data in real-time using interactive streams and library searches of a multitude combinations of algorithms, data cleansing, and data tuning parameters to produce the best fitted machine learning models for the dataset and prediction. The platform supports various programming languages.
Fast, Accurate, Interpretable AI
Data2iQ is equipped with automatic AI recipes in a box for solving a wide variety of use-cases. In addition to automatic machine learning to find and tune the right ensemble of models, the Data2iQ distributed architecture is capable of running thousands of iterations that drive utilization to achieve best performance.
Data Agnostic Bots and Collaboration
Data2iQ supports all common database and file types to explore and model big data for various industries and use cases. Data2iQ can be installed and deployed in the cloud, on premise, on workstations, servers, or clusters, allowing for real-time collaboration while tracking changes with detailed revision history.
Data2iQ scores new data against various models for accurate predictions in any environment. The platform provides a rich visual interface and dashboards to display insights through a wide variety of point-and-click visualizations. It allows stakeholders to share insights with colleagues and customers, or to execute interactive queries within dashboards.
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