Best project environments tools in 2025

Collaborative environment for data science projects and model deployment.
Subscription
+ from $0.04/ccu
open

Framework for distributing machine learning workloads easily.
No pricing info
open

Create and share interactive documents for data and code.
Free
open

Comprehensive platform for managing machine learning projects.
Free
+ from $70.08/m
open

Interactive coding environment for data science and machine learning.
Free
+ from $20/m
open

Expert data analysis and insights for businesses without full-time hires.
Paid
+ from $999/m
open

Effortlessly explore and run machine learning projects.
Free
open

Automated assistant for data analysis and machine learning tasks.
No pricing info
open

Privacy-focused analytics for large datasets without risk.
Free
open
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