Apache PredictionIO Pros and Cons

PredictionIO scalable, which allows users to handle large volumes of data and creates an ease in growing machine learning workloads. It supports various cloud platform deployments. It can be easily implemented. Review collected by and hosted on G2.com.

Limited Documentation for specific use cases. Review collected by and hosted on G2.com.

The Project is Open-Source and has all the key Apache Softwares integrated with it which is very useful for Analytics like Hadoop and Spark. Review collected by and hosted on G2.com.

The project is no longer active. It is officially retired and no longer maintined. It's not much useful for the advanced use-cases anymore. Review collected by and hosted on G2.com.

Everything is fine and as expected. Ease of use and good number of features plus integration was easy. Review collected by and hosted on G2.com.

Nothing. From my perspective everything was good. Review collected by and hosted on G2.com.

1) It allows users to easily deploy and manage machine learning models at scale.

2) Can be integrated with various data models and machine learning libraries.

3) Open source, Large community helps to get various machine learning templates and algorithms. Review collected by and hosted on G2.com.

1) Less scalable while handling large datasets.

2) Performance issue. Review collected by and hosted on G2.com.

Loved modular design,streamlined ML task Review collected by and hosted on G2.com.

Steep learning curve,beginner unfriendly Review collected by and hosted on G2.com.

It is easy to learn and use in a project. As it is open-source, it benefits in many ways for different types of projects Review collected by and hosted on G2.com.

Performance can be improved as I faced some difficulties with speed Review collected by and hosted on G2.com.

very responsive to dynamic queries, open source machine, learning server Review collected by and hosted on G2.com.

Limited to those familiar with spark and Hadoop Review collected by and hosted on G2.com.

It worked pretty quickly. I didn’t have to worry much about lag Review collected by and hosted on G2.com.

I wasn’t too happy about the display. I thought it could be more modern Review collected by and hosted on G2.com.