Best data science collaboration and sharing tools in 2025

Cloudera Data Science Workbench

Collaborative environment for data science projects and model deployment.

Subscription + from $0.04/ccu
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Tumult

Privacy-focused analytics for large datasets without risk.

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

MLJAR

Interactive coding environment for data science and machine learning.

ThinkEvolve

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

WisBot

Automated assistant for data analysis and machine learning tasks.