G2

RAKESH K.

Assistant Professor and Junior Research Fellow

Education Management

Mid-Market (51-1000 emp.)

3/5/2024

"Apache SystemML is Good to work with Machine Learning along with Bigdata"

4/5

What do you like best about Apache SystemML?

Apache SystemML is from IBM which declared it as open source. Apache SystemML is good platform to solve Machine Learning problems. In Machine Learning we need of a lot of data and handling those bigdata is not an easy task which can be done seamlessly with Apache SystemML. It is also helpful for data scientist or engineers. It customizes and optimizes algorithms based on there characteristics. It supports popular R, Python language which is helpful also. With the add on help of apache spark it flourish it's accuracy well. Apache SystemML automatically generate hybrid runtime plans ranging from single node, in memory computation, distributed computation on Apache Hadoop and Spark. Review collected by and hosted on G2.com.

What do you dislike about Apache SystemML?

Apache SystemML is still struggling for customer acquisition. Also it lacks of project collaboration. Sometimes it seems slow while processing data. Though there is documentations but it needs an update periodically. Review collected by and hosted on G2.com.

What problems is Apache SystemML solving and how is that benefiting you?

We do work in the field of Machine Learning with this tool which helps us to optimize using optimizers functions. Using Apache SystemML we create and extend Machine Learning frameworks which are commercial friendly and scalable. We use DML, optimizer stack and LDescribe for efficiently use ML algorithms. Review collected by and hosted on G2.com.