Frequently Asked Questions
What is Unify ML?
Unify ML (UnifyML) is a cutting-edge No-Code Data Analytics and Machine Learning (ML) platform that enables seamless AI-powered insights. It simplifies complex data science operations by integrating SQL, NLP, and open-source machine learning frameworks into a single, user-friendly interface—allowing users to focus on solving business problems without coding.
Does Unify ML work across on-premises and cloud platforms?
Yes! Unify ML operates across on-premises and cloud environments, supporting AWS, Azure, GCP, and hybrid deployments. It is designed for both single and multi-node setups and seamlessly integrates with containerization tools like Docker and Kubernetes.
What types of machine learning algorithms does Unify ML support?
Unify ML supports a wide range of data science and ML algorithms from frameworks such as Apache Spark, scikit-learn, Dask, and PyTorch. The platform is constantly evolving, with ongoing integration of new algorithms to enhance its capabilities.
Which industries benefit from Unify ML?
Unify ML's AI-powered analytics and machine learning capabilities are leveraged across industries such as Retail, Healthcare, Finance, Insurance, Marketing, Sales, Telecommunications, Manufacturing, and many more.
What licensing options does Unify ML offer?
Unify ML offers flexible licensing options, including both Perpetual and Subscription Licenses, ensuring cost-effective solutions for businesses of all sizes.
What is a zero-code platform?
Unify ML is a zero-code platform that allows users to run SQL queries, analyze data, and apply ML models without writing code. The system also includes AI-driven automation, making advanced data science tasks even more accessible in the future.
Which client tools does Unify ML support?
Unify ML provides native JDBC drivers, enabling seamless SQL execution via tools like DBeaver, Apache Zeppelin, and other JDBC-compatible clients. This allows users to analyze data and run ML models from their preferred environments effortlessly.
How does Unify ML reduce AI & ML costs by up to 90%?
Unify ML significantly reduces costs by eliminating the need for high-code development, optimizing resource utilization, and simplifying AI/ML deployments. Businesses save on technical expertise, cloud infrastructure, and on-premises operations while accelerating data-driven insights.
What are industry-ready workflows and solutions in Unify ML?
Unify ML provides pre-built, industry-specific workflows that streamline data science tasks. These solutions enable businesses to apply ML models and SQL queries instantly, eliminating the need for complex, custom-built workflows.
