Leading Advanced Analytics & AI Tools in Comparison
AI and advanced analytics software (or platforms) encompass a range of technologies that enable advanced methods such as machine learning (including generative AI), predictive modeling, or complex statistical techniques for analyzing large data sets. In addition, they provide development and deployment environments where these methods can be customized, tailored to specific use cases, and continuously optimized.
What is Altair Knowledge Studio
Visual data science platform for the code-free implementation of numerous business use cases. Part of the Altair One platform.
What is Altair RapidMiner
Collaborative end-to-end platform for data science with a graphical user interface. Thanks to the JupyterLab integration, coders also get their money’s worth.
What is Alteryx AI Platform for Enterprise Analytics
Visual end-to-end platform (drag & drop) for data analysis and data science based on R with data integration, preparation and scheduling/automation functions.
What is Amazon SageMaker
Fully managed data science platform in AWS with connection to numerous ML services and pre-trained models.
What is Anaconda Enterprise
Anaconda Enterprise is a data science platform for teams to develop, deploy and manage models together using R and Python. With MLOps and governance features
What is Cloudera AI
Fully managed data science environment integrated into Cloudera Data Platform (CDP) with functions for direct data access, dashboarding and the use of various IDEs (JupyterLab, RStudio, VS Code).
What is Dataiku
End-to-end advanced analytics platform for the visual and code-based development of data models with a strong focus on cross-role collaboration. Facilitating the use and secure operationalization of generative AI from version 12.
What is DataRobot AI Platform
End-to-end platform for the modelling, operationalization and management of machine learning solutions with extensive AutoML functions aimed at use by citizen data scientists.
What is Domino Data Lab Enterprise MLOps Platform
End-to-end platform for MLOps based on Kubernetes for the integration and management of numerous different third-party environments for data science.
What is FICO Platform
End-to-end AI platform based on FICO’s proprietary programming language Mosel. The platform combines FICO’s existing product portfolio and thus combines functions for decisioning, fraud detection and optimization.
What is Google Vertex AI
End-to-end solution for the Google Cloud Platform for creating, deploying and scaling ML models with pre-trained and user-defined tools. Simplify the integration of generative AI through integrated function modules.
What is H2O.AI AI Cloud
Cloud-based end-to-end platform for the development and deployment of machine learning applications via a low-code user interface, integrating numerous functions for model management and collaboration as well as AutoML.
What is IBM SPSS Statistics
Point-and-click statistical software with the option of using proprietary code, integration of Python and R extensions as well as functions to support and automate data preparation.
What is IBM watsonx
Multi-cloud compatible tool for data preparation and for the creation and provision of AI models as well as their management in the production environment. Integrates seamlessly into the IBM Watson ecosystem and supports the integration of open source frameworks.
What is KNIME Analytics Platform
Open source tool for data science workflows that are mapped in a pipeline of function nodes on a drag & drop canvas. Easy integration of third-party plugins and other programming environments (e.g. Python and R) as well as GenAI extensions.
What is MathWorks MATLAB
Commercial statistics program for numerical calculations & programming, analyses and their visualization based on a proprietary programming language.
What is Microsoft Azure Machine Learning
Cloud-based machine learning platform for code-optional (R or Python) development, automated deployment and management of ML models with the ability to integrate open source frameworks.
What is Paretos
Web-based software that uses AI and predictive analytics to optimize decision-making processes
What is Posit Team
Commercial end-to-end platform for data science from the creators of RStudio. The collaborative platform addresses both Python and R coders.
What is Project Jupyter JupyterLab
Web-based collaborative development environment for Julia, Python, & R applications, especially for the areas of data science and machine learning. The programming mask is the popular Jupyter Notebook.
What is SAS Viya
AI und Analytics platform that provides various services, including data preparation, analysis and data science as well as visualization.
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