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