Best data science research and collaboration tools in 2025

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

MLJAR

Interactive coding environment for data science and machine learning.

Cloudera Data Science Workbench

Collaborative environment for data science projects and model deployment.

Subscription + from $0.04/ccu
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NVIDIA DeepStream SDK

Real-time video analytics for various industry applications.

ThinkEvolve

Expert data analysis and insights for businesses without full-time hires.