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Databricks is a cloud-based software platform for data engineering, data science and machine learning. It provides a scalable environment for running high-performance data applications, and support for large datasets and high volumes of data processing...

RapidMiner is a powerful tool for advanced analytics, data mining and predictive analytics. It provides a graphical interface that enables data scientists, data analysts and business users to build predictive models, perform descriptive statistics, create visualisations, test and rapidly deploy machine learning models for any type of data...

SAS Visual Data Mining and Machine Learning (VDMML) is a software package, part of the SAS Viya platform, that allows users to analyse data, find patterns and make predictions. The software can be used for a variety of tasks, such as predictive analytics and modelling, providing a complete solution for advanced analytics.

Google Vertex AI is Google Cloud's unified AI and machine learning platform that centralizes the entire model lifecycle—from data preparation to deployment and monitoring—with native integration to services such as BigQuery and Dataproc. Its greatest strength is combining scalability, advanced MLOps, and support for both AutoML and generative models, which accelerates data science and advanced analytics projects.

DataRobot is a data science platform that helps companies make better decisions using large amounts of data. It provides an easy-to-use interface that allows users to ask questions, extract and analyse data, and generate predictive models...

Amazon SageMaker is a machine learning solution that enables data scientists and developers to build, train, and deploy machine learning models. It supports batch and online learning and comes with pre-built algorithms for common use cases.

MATLAB is a programming language and high-performance computing environment for algorithm development, data visualization, data analysis, and numerical computation. Combining high-level programming features with dynamic data types, MATLAB provides an environment for rapidly prototyping ideas and developing software to solve technical computing and analytical problems...

Spark is an open source framework from Apache Software Foundation for distributed processing of large amounts of data on clusters of computers, designed for use in Big Data environments, and created to enhance the capabilities of its predecessor MapReduce.

Spark inherits the scalability and fault tolerance capabilities of MapReduce, but far surpasses it in terms of processing speed, ease of use and analytical capabilities...

Google Cloud SQL is a fully managed relational database service that helps businesses set up, maintain, and manage their databases on Google Cloud Platform.
It supports MySQL, PostgreSQL, and SQL Server...