Software Alternatives, Accelerators & Startups

AWS Personalize

Real-time personalization and recommendation engine in AWS.

Some of the top features or benefits of AWS Personalize are: Personalization Accuracy, Easy Integration, Scalability, Real-time Recommendations, and Managed Service. You can visit the info page to learn more.

Best AWS Personalize Alternatives & Competitors in 2025

The best AWS Personalize alternatives based on verified products, community votes, reviews and other factors.
Filter: 12 Open-Source Alternatives. Latest update:

  1. 26

    scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

    Open Source

    /scikit-learn-alternatives
  2. 25

    Do you want to do machine learning using Python, but you’re having trouble getting started? In this post, you will complete your first machine learning project using Python.

    /machine-learning-in-python-alternatives
  3. Turn SQL Data into Decisions. Build professional dashboards and data visualizations without technical expertise. Easily embed analytics anywhere, receive automated alerts, and discover AI-powered insights all through a straightforward interface.

    Try for free paid Free Trial $59.0 / Monthly

    Try for free
  4. 25

    Custom-built for machine learning workloads, Cloud TPUs accelerate training and inference at scale.

    Open Source

    /google-cloud-tpu-alternatives
  5. 23

    Accurate time-series forecasting service, based on the same technology used at Amazon.com. No machine learning experience required.

    /amazon-forecast-alternatives
  6. 24

    python-recsys is a python library for implementing a recommender system.

    Open Source

    /python-recsys-alternatives
  7. 14

    Qubole delivers a self-service platform for big aata analytics built on Amazon, Microsoft and Google Clouds.

    Open Source

    /qubole-alternatives
  8. 15

    BigML's goal is to create a machine learning service extremely easy to use and seamless to integrate.

    /bigml-alternatives
  9. 13

    Obtains details of a cached recommendation.

    /microsoft-recommendations-api-alternatives
  10. 22

    GoLearn is a machine learning library for Go that implements the scikit-learn interface of Fit/Predict.

    Open Source

    /golearn-alternatives
  11. 17

    WEKA is a set of powerful data mining tools that run on Java.

    /weka-alternatives
  12. 12

    Crab is a Python framework for building recommender engines.

    /crab-alternatives
  13. 11

    XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable.

    Open Source

    /xgboost-alternatives
  14. 11

    Train custom ML models with minimum effort and expertise

    /google-cloud-automl-alternatives
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