Best data-driven platforms tools in 2025

Apache Spark ML

Scalable library for efficient machine learning and data processing.

Scikit Learn

Accessible library for predictive data analysis and machine learning.

Salad

Distributed GPU cloud for efficient AI computing.

Apache Mahout

Framework for scalable machine learning and data processing.

Apache Hadoop

Framework for processing large datasets across multiple computers.

BigDL

Run deep learning models efficiently on large datasets.

Hadoop

Framework for processing large data sets across multiple systems.

Thinking Machines

Empowers organizations with custom AI and cloud data solutions.

AI-powered Parabola steps

Automate and organize data workflows effortlessly.

DotData

Automates data analysis and feature engineering for insightful decisions.

Mode

User-friendly data analysis and visualization for teams.

DolphinDB

High-speed time series database for real-time analytics.

Sagemaker Studio

Streamlined machine learning for actionable business insights.

Hex

Collaborative data analysis and visualization for teams.

Vectorize

Create AI applications with effortless data extraction and insights.