Best data analysis retrospectives tools in 2025

Kaskada

Real-time data integration for AI model optimization.

Scikit Learn

Accessible library for predictive data analysis and machine learning.

ML

Framework for integrating machine learning into applications.

Sketch

AI-driven code generator for pandas users in Python.

Amazon Athena

Analyze data stored in S3 using SQL queries quickly and easily.

RTutor

Engaging data analysis through natural language queries.

Nomic Atlas

Visualizes and curates data for collaborative analysis and insights.