Best data strategy frameworks tools in 2025

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

Dataquest

Interactive platform for mastering data science skills.

MLJAR

Interactive coding environment for data science and machine learning.

Vizzy

Visualize data insights through intuitive and clear graphics.

ThinkEvolve

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

Cloudera Data Science Workbench

Collaborative environment for data science projects and model deployment.

Subscription + from $0.04/ccu
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WisBot

Automated assistant for data analysis and machine learning tasks.

UBIAI

Create and fine-tune custom language models effortlessly.

IBM Watson Knowledge Catalog

Centralized data management for streamlined discovery and governance.