Welcome to Altair RapidMiner, the cutting-edge data analytics and AI platform that is revolutionizing the industry. In this article, we will explore the groundbreaking updates that have made Altair RapidMiner the go-to platform for organizations in all industries. From generative AI capabilities to intuitive AutoML tools and highly explainable decision trees, Altair RapidMiner offers a comprehensive and user-friendly ecosystem that empowers users of all skill levels. Let's dive into the exciting features and enhancements that make Altair RapidMiner a game-changer in the world of data analytics and AI.
Generative AI: Unlocking the Power of Language Models
Discover how Altair RapidMiner's generative AI capabilities revolutionize workflow design and language model customization.
Altair RapidMiner introduces generative AI capabilities that simplify workflow design and allow users to build unique versions of large language models (LLMs) like ChatGPT using their own data.
With Altair RapidMiner, global enterprises can create customized versions of ChatGPT fine-tuned to their specific needs, enabling more personalized and tailored AI interactions.
The platform also utilizes ChatGPT's new API, enabling further customization without the need for coding, and provides access to a vast library of Hugging Face models for fine-tuning and enhancing performance.
By leveraging generative AI in Altair RapidMiner, organizations can unlock the power of language models and enhance their data analytics and AI capabilities.
AutoML: Empowering Users with Automated Machine Learning
Explore how Altair RapidMiner's expanded AutoML toolset simplifies predictive modeling, feature engineering, and time series forecasting.
Altair RapidMiner's AutoML toolset has been expanded to support automated clustering, empowering users new to machine learning to build production-ready models with ease.
The intuitive wizard-based user experience guides users through the process of creating models, and the software supports one-click deployment of AutoML models as REST API endpoints.
Additionally, Altair RapidMiner simplifies the operation of predictive models trained with AutoML, allowing non-expert users to deploy and integrate machine learning models in seconds.
With Altair RapidMiner's AutoML capabilities, organizations can harness the power of automated machine learning and drive data-driven insights.
Explainable AI: Visualizing Complex Interactions with Decision Trees
Learn how Altair RapidMiner's decision tree tool enables users to visualize complex data interactions and understand AI model outputs.
Altair RapidMiner provides a wizard-based tool for building highly explainable decision trees, allowing users without data science backgrounds to gain insights into AI model outputs.
Users can visualize and analyze complex interactions within their data, understand how the AI model produces its output, and make informed decisions based on these insights.
The decision tree tool in Altair RapidMiner enables users to automatically grow trees, find the best splits, delete splits, and save scoring workflows for future use.
With Altair RapidMiner's explainable AI capabilities, organizations can enhance transparency and trust in their AI models.
Altair SLC: A Flexible and Modern Analytics Platform
Discover Altair RapidMiner's Altair SLC, an alternative SAS language environment that supports advanced analytics features.
Altair RapidMiner includes Altair SLC, a complete integrated development environment and low- and no-code tools that support advanced analytics features.
Altair SLC allows enterprises to transition to a flexible and modern analytics platform with minimal business impact, offering a seamless experience for SAS language users.
The enhanced Python API in Altair RapidMiner enables users to test and run SAS language code from within their Python development environment, providing a unified workflow.
With Altair SLC, organizations can leverage the power of Altair RapidMiner and its advanced analytics capabilities.
Panopticon: Powerful Data Visualization and Streaming Analytics
Explore Altair RapidMiner's Panopticon, a comprehensive data visualization and streaming analytics solution for real-time insights.
Altair Panopticon, included in Altair RapidMiner, offers powerful tools for historical and live data visualization, enabling analysts to better analyze large, complex, and fast-changing datasets.
The streamlined user interface, new layout templates, and style settings make building, publishing, and using dashboards more intuitive and efficient.
With in-memory caching and data blending capabilities, Panopticon displays data in real-time without middle storage, allowing users to visualize more data points than ever before.
Altair Panopticon empowers organizations to gain new insights and make data-driven decisions with ease.
Altair Monarch: Enhanced Data Extraction and Preparation
Discover the improvements in Altair RapidMiner's Altair Monarch, a powerful data extraction and preparation tool.
Altair Monarch, the patented data extraction and preparation tool in Altair RapidMiner, offers improved performance and security for data processing.
With direct read/write support for various cloud storage platforms, Altair Monarch provides seamless integration with modern data environments.
The tool also includes advanced PDF to Excel functionality and the ability to extract core banking system and accounting reports, streamlining data extraction processes.
Altair Monarch continues to be a reliable and efficient solution for data extraction and preparation in Altair RapidMiner.
