TROY, Mich., Nov. 28, 2023 /PRNewswire/ -- Altair (Nasdaq: ALTR), a global leader in computational science and artificial intelligence (AI), has announced that a series of groundbreaking updates to Altair® RapidMiner®, its data analytics and artificial intelligence platform, will improve its integration, power, and ease of use with new, groundbreaking features.
As a result of these upgrades, Altair RapidMiner has been elevated to a new level and is further reinforcing its position as a comprehensive, end-to-end, and one-of-a-kind platform in the data analytics and artificial intelligence spaces," said Sam Mahalingam, Altair's chief technology officer.. Providing organizations of all skill levels and personas with easy access to low- and no-code capabilities in a way that is both powerful and user-friendly, Altair RapidMiner is a game-changing ecosystem, reducing friction and accelerating their digital transformation journey by giving users of all skill levels and personas a more powerful and user-friendly interface.."
"
The upgrades to Altair RapidMiner take the platform's capabilities to a new level and further strengthen its position as a comprehensive, end-to-end, one-of-a-kind offering within the data analytics and artificial intelligence space," said Sam Mahalingam, chief technology officer for Altair.. As a result of Altair RapidMiner's powerful and user-friendly capabilities for users of all skill levels and personas, organizations in all industries can benefit from reducing friction and accelerating their digital transformation journey by giving them access to low- and no-code capabilities.
As a result of Altair RapidMiner's powerful and user-friendly capabilities for users of all skill levels and personas, organizations in all industries can benefit from reducing friction and accelerating their digital transformation journey by giving them access to low- and no-code capabilities.
A new generation of tools for integrating LLMs into business applications is now available
As part of the Altair RapidMiner ecosystem with AI embedded into its solutions, the Altair RapidMiner ecosystem now includes generative AI capabilities, allowing users to simplify workflow design and build their own versions of large language models (LLMs) like ChatGPT using the data they already have.
As an example, a global enterprise can create a version of ChatGPT that is fine-tuned to their nomenclature, product universe, applications, and client base, for example. Additionally, Altair RapidMiner also makes use of ChatGPT's new API, so users are able to enable further customization without having to write any code to do so. Additionally, users have access to all 300,000 Hugging Face models with a click of a button and are able to fine-tune models with billions of parameters through the software. Using LLMs, Altair RapidMiner improves the overall experience by making it simpler for users to specify desired data transformations and the software will automatically create the appropriate workflows for them to follow
Using LLMs, Altair RapidMiner improves the overall experience by making it simpler for users to specify desired data transformations and the software will automatically create the appropriate workflows for them to follow
Bringing data science to everyone with expanded AutoML and no-code development capabilities
The comprehensive AutoML toolset in Altair RapidMiner now includes automated clustering as well as predictive modeling, feature engineering, and time series forecasting, in addition to automated clustering. Users who are new to machine learning can easily build production ready models with the intuitive wizard-based interface.
With the software, you can deploy AutoML models with just one click, and you can easily operate predictive models trained with AutoML as REST API endpoints using the software. With Altair RapidMiner's pre-configured deployment settings, non-expert users such as data analysts and citizen data scientists can deploy and integrate machine learning models in seconds.
The Altair RapidMiner tool now offers a wizard-based tool for building Altair's unique, patented, and highly explainable decision trees. With these tools, even non-data scientists can visualize complex interactions within data and understand how AI models work. Trees can be grown automatically, splits can be found, splits can be deleted, scoring workflows can be saved, etc. Users can also use these tools to find the best splits.
Experience a streamlined coding experience for SAS, Python, and R programming languages
Moreover, Altair RapidMiner is also equipped with Altair SLCTM, an alternative SAS language environment, with a complete integrated development environment, as well as low- and no-code tools to support advanced analytics features, high productivity, and short development and deployment cycles.. The Altair SLC platform makes it easier than ever in the past for enterprises to move to a flexible, modern analytics platform that will have minimal impact on the business. Python APIs are enhanced in order to provide users with the ability to test and run SAS language code from within their Python development environments
Python APIs are enhanced in order to provide users with the ability to test and run SAS language code from within their Python development environments

Source prnewswire