Databricks is a unified data and artificial intelligence platform that combines data science, machine learning, and advanced analytics capabilities in a single environment. Its approach is based on Lakehouse architecture, which combines the flexibility of a data lake (unstructured data) with the efficiency of a data warehouse (structured data)...

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.

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.

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...

IBM Watson Analytics is a data visualisation and predictive analytics service that uses artificial intelligence techniques to enable rapid, autonomous discovery of patterns and meaning in data.

With guided data discovery, automated predictive analytics and cognitive capabilities such as natural language dialogue, Watson Analytics allows you to 'converse' with data and get understandable answers...

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...

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...

H2O.ai is a machine learning software used to build and deploy predictive analytics models. H2O.ai provides an easy-to-use interface that allows users to build and train machine learning models without writing code. This can be done using built-in algorithms or by importing custom algorithms from R and Python...

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.