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    2. Kangas
    3. Alternatives
    The best alternatives to Kangas are Kobra, Bifrost Data Search, and Aquarium.
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    Universal-2 by AssemblyAI Speech-to-Text API for conversational data
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    Best alternatives to Kangas
    • Kobra is a visual programming language (like Scratch) for machine learning. ⚡️ Build ML models and apps super fast 🧱 Visual interface = no need to learn complicated syntax 📊 Built in dataset manager and editor 💬 Share your projects with the world
    • Bifrost Data Search makes it easy for data scientists, developers and engineers everywhere to find the data you need! Search from almost 2000 open-source datasets with previews and in-depth analysis. 100% free. Proudly brought to you by bifrost.ai.
    • Machine learning models are only as good as the datasets they’re trained on, yet it’s extremely difficult to improve dataset quality. Aquarium uses deep learning to find problems in your model performance and edit your dataset to fix these problems.