Best project-based learning tools in 2025

IBM Bluemix

A secure cloud system for managing data and deploying AI.

Apache Samza

Real-time data processing framework for stateful applications.

Tensorflow

Framework for building machine learning models across various domains.

Shuttle

Create functional applications quickly from simple prompts.

Free + from $20/m
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LangChain

Framework for building intelligent applications using large language models.

Plot.sh

AI-driven command suggestion for DevOps excellence.

AWS CodeStar

Integrated development environment for cloud applications.

Yugabyte DB

Distributed SQL database for mission-critical applications.

Free + from $125/vcpu/m
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Nearly.AI

No-code platform for generating admin panels and CRUD operations.

Eventual AI

Framework for creating resilient, scalable event-driven systems.

Langbase

Serverless platform for building and scaling AI agents effortlessly.

Cloud ML Engine

A managed environment for developing generative AI applications.

Buck2

Streamlined build process for multiple programming languages.

TuneMyAI

Quickly finetune AI models for diverse applications.

Datature

Streamlined management for AI vision projects without coding.

Digital software labs

Custom software development for modern business needs.

Puzzle

Create software quickly without extensive coding knowledge.

Codeless ONE

No-code solution for creating and automating workflows.

UBOS

Build and deploy AI agents to automate business workflows.

MyPaalBot

Create advanced AI bots for various messaging platforms.

MarsX

Development environment merging AI, NoCode, and coding seamlessly.

Inngest

Streamlined workflow management for developers without infrastructure hassles.

Free + from $50/m
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Anaconda

Comprehensive platform for data science and AI development.

Clear.ml

Integrated solution for AI model management and deployment.

Free + from $15/m
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DeepDetect

User-friendly interface for training deep learning models.