Free and freemium tools for building, training, and deploying machine learning models.
Free Jupyter notebook environment with GPU (Tesla T4/K80) support. Great for training and prototyping ML models.
Data science platform with free GPU (30 hrs/week), TPU access, datasets, competitions, and community notebooks.
Platform for NLP models, datasets, and Spaces (free hosting for ML demos). Essential for AI/ML practitioners.
ML experiment tracking and MLOps platform. Free for individuals and academics. Track models, data, and pipelines.
End-to-end evaluation and observability platform for AI agents. Free for indie developers and small teams (3 seats).
Collaborative data science notebook (Jupyter-compatible). Free tier includes unlimited personal projects and basic machines.
Python notebooks by JetBrains with 10 GB storage and 120 hours runtime per month. Great for data analysis.
Run open-source ML models in the cloud via API. Free tier available for experimentation and prototyping.
Build and share ML demos with a Python library. Free hosting on Hugging Face Spaces.
Deploy data apps and ML demos for free directly from your GitHub repo. Great for showcasing AI projects.
ML observability platform for monitoring model performance and detecting drift. Free for up to 2 models.
Pre-built AI APIs (Computer Vision, Translator, Face, Speech) with free tier including limited transactions.