Last updated on
Company health
Ratings
Apache PredictionIO description
Apache PredictionIO was an open-source software that provided customizable templates for building and deploying machine learning models for tasks like recommendations and text classification. It allowed for real-time predictions, model evaluation, and data integration from various sources. Though retired, it aimed to streamline the process of building, evaluating, and deploying machine learning models as web services.
Who is Apache PredictionIO best for
Apache PredictionIO (retired) was an open-source machine learning platform for developers and data scientists. It provided customizable templates for building, deploying, and evaluating machine learning models, particularly for tasks like recommendations and text classification. It offered real-time prediction serving and data integration capabilities.
-
Ideal for medium to large enterprises (101+ employees), especially large enterprises.
-
Well-suited for the Software, IT, and Telecommunications industry.
Apache PredictionIO features
Supported Provides customizable templates for building and deploying machine learning models as web services. |
Supported Allows for real-time predictions through deployed web services. |
Supported Facilitates systematic evaluation and tuning of different engine versions. |
Supported Enables data integration from various sources in batch or real-time. |
Supported Offers systematic processes and pre-built evaluation measures to speed up machine learning modeling. |
Supported Supports machine learning and data processing libraries like Spark MLLib and OpenNLP. |
Supported Allows implementation and integration of custom machine learning models into the engine. |
Apache PredictionIO alternatives
Azure Machine LearningBuild, train, and deploy machine learning models, code-free or with code.Read more
Accord.MachineLearningC# machine learning library: build smart apps with ready-made tools.Read more
Apache PredictionIO FAQ
Apache PredictionIO was an open-source machine learning server built on Apache Spark. It simplified the process of building, deploying, and evaluating predictive engines for various tasks, including recommendations and classification, by offering customizable templates and real-time prediction capabilities. It has since been retired.
What is Apache PredictionIO and what does Apache PredictionIO do?
Apache PredictionIO was an open-source machine learning server built on Apache Spark. It simplified the process of building, deploying, and evaluating predictive engines for various tasks, including recommendations and classification, by offering customizable templates and real-time prediction capabilities. It has since been retired.
Apache PredictionIO integrates with various data sources for batch and real-time ingestion. It also supports popular machine learning and data processing libraries like Spark MLLib and OpenNLP, enabling flexible model development. Custom model integration is also possible.
How does Apache PredictionIO integrate with other tools?
Apache PredictionIO integrates with various data sources for batch and real-time ingestion. It also supports popular machine learning and data processing libraries like Spark MLLib and OpenNLP, enabling flexible model development. Custom model integration is also possible.
Alternatives to Apache PredictionIO include Azure Machine Learning, SAS Viya, Vertex AI, Accord.MachineLearning, Simplismart, and PI.EXCHANGE. These platforms offer similar functionalities for building, deploying, and managing machine learning models, catering to various levels of technical expertise.
What the main competitors of Apache PredictionIO?
Alternatives to Apache PredictionIO include Azure Machine Learning, SAS Viya, Vertex AI, Accord.MachineLearning, Simplismart, and PI.EXCHANGE. These platforms offer similar functionalities for building, deploying, and managing machine learning models, catering to various levels of technical expertise.
Apache PredictionIO was an open-source machine learning server, suggesting it was likely safe and legitimate. However, the project is now retired. Consider alternatives like Azure Machine Learning or SAS Viya for similar functionalities.
Is Apache PredictionIO legit?
Apache PredictionIO was an open-source machine learning server, suggesting it was likely safe and legitimate. However, the project is now retired. Consider alternatives like Azure Machine Learning or SAS Viya for similar functionalities.
Apache PredictionIO is an open-source machine learning server built on top of Apache Spark, Mahout, and HBase. Therefore, it's free to use. However, costs may arise from infrastructure and other services required for its operation.
How much does Apache PredictionIO cost?
Apache PredictionIO is an open-source machine learning server built on top of Apache Spark, Mahout, and HBase. Therefore, it's free to use. However, costs may arise from infrastructure and other services required for its operation.
There is no customer service information available for Apache PredictionIO. It's worth noting that Apache PredictionIO is retired and no longer actively maintained, which may impact any support previously available.
Is Apache PredictionIO customer service good?
There is no customer service information available for Apache PredictionIO. It's worth noting that Apache PredictionIO is retired and no longer actively maintained, which may impact any support previously available.
Reviewed by
Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.
Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.