Best machine learning insights tools in 2025

Ray

Framework for distributing machine learning workloads easily.

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

OpenAI Startup Fund

Funding innovative AI startups to fuel technological advancement.

Kortical

Streamlined machine learning model development and deployment.

WisBot

Automated assistant for data analysis and machine learning tasks.

PyCaret

A low-code library for building machine learning models effortlessly.

SQL Notes

Visualizes data relationships and dependencies in SQL models.

Tachyons CSS

CSS framework for creating fast, responsive web designs.

GA4 Auditor

Streamlined auditing for Google Analytics 4 accounts.

Free trial + from $99/audit
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ResuLLMe

Create interactive data visualizations without coding skills.

Prompt Studio

Collaborative data analysis for teams without coding skills.

WhyHive

Simplifies data analysis with visual insights and text interpretation.

Humanloop

Collaborative environment for evaluating large language models.

IBM Watson Health

Advanced AI for data insights across various industries.

Glimpsehere

Discover insights by integrating diverse data sources.

Dot

Instant data insights through simple language queries.

CVAT – Computer Vision Annotation Tool

Data annotation software for efficient labeling of images and videos.

Defog

Fast and accurate data insights for informed decisions.

Typefrost

Transform complex data into clear insights with advanced AI.

SiNGL

Streamlined customer data management for accurate insights.

Fundeze.io

AI-driven matching for startups and investors.

Microsoft Knowledge Exploration

Natural language search for quick information retrieval.

Heron

Efficient stream processing for real-time data insights.

Acuration

AI-driven insights for effective market decision-making.

Kensho Scribe Transcription

AI-driven transcription and data analysis for seamless workflows.