If you're looking for a KNIME alternative, one of the top options is DataChat, a no-code generative AI platform that lets you transform complex data into insights without requiring advanced programming expertise. DataChat's interface is a variation of a familiar spreadsheet and chat interface, so you can analyze data in chat boxes and spreadsheets. It automates data prep, exploration, and modeling tasks, including more advanced work like outlier detection, making it a good fit for data scientists, analysts and business users.
Another good KNIME alternative is Tabula, a no-code platform that joins, transforms and visualizes data. It automates workflows, integrates with popular data tools and offers features like standardized data, custom metrics and advanced filtering. Tabula is geared for both tech-savvy and nontechnical people, and it can be used as an on-premise, cloud or desktop app, so it can fit into a variety of business needs.
If you're looking for a platform geared specifically for AI development, Dataloop is worth a look. It offers a range of tools for data curation, model management, pipeline orchestration and human feedback integration. Dataloop can handle a variety of unstructured data, including images and videos, and is designed to help teams collaborate and speed up AI application development.
Last but not least, Obviously AI is another powerful alternative that automates data science workflows so you can build and deploy machine learning models without a lot of programming. It can handle a variety of use cases, including classification and regression, and offers features like real-time REST APIs and expert support. With its integration with tools like Zapier and Salesforce, Obviously AI can help you automate the entire data science workflow, making it accessible to a broader set of users.