Best community engagement projects tools in 2025

Outlier Database

Easily analyze and visualize data trends and patterns.

Ray

Framework for distributing machine learning workloads easily.

Jupyter

Create and share interactive documents for data and code.

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

MATLAB

Programming environment for numerical computing and data analysis.

Dataquest

Interactive platform for mastering data science skills.

SQL Chat

Chat with databases using natural language for quick answers.

Activeloop

Database for efficiently managing large AI datasets.

MLJAR

Interactive coding environment for data science and machine learning.

Whatshouldibuildnext

Generate unique project ideas for developers and creators.

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.

AiAnalytics

Data-driven insights for smarter business decisions.

SapientML

Generate accurate AI models quickly and effortlessly.

Magic Regex Generator

AI-driven regex pattern generator for efficient text matching.

Grapha AI

AI-powered data exploration and visualization platform.

Label Studio

Streamlined data labeling for training machine learning models.

Kaggle Notebooks

Effortlessly explore and run machine learning projects.

CandideAI

Interactive courses teaching kids about artificial intelligence.

Free + from $49.00/lifetime
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K.Explorer

AI-driven coding assistant for standardizing development practices.

Continue.dev

Create personalized AI coding assistants for seamless development.

Ai online course

Structured online learning for artificial intelligence concepts and applications.

PapertLab from papert.in

Collaborative coding environment with AI-driven support.

Taiga

Real-time programming guidance within Slack for learners.