H2O – An Opensource Artificial Intelligence
One of the main features of H2O is that it automatically runs through all the algorithms (using its AutoML functionality) to produce a leaderboard of all the best applications. H2O provides its API support for Python, R, Scala and as a GUI framework Flow making it quite accessible to programmers with different skillsets.
There are some alternatives to H2O such as Splunk, KNIME, Amazon SageMaker, Microsoft Azure Machine Learning Studio, RapidMiner and IBM Watson Studio that are also available.
However, H2O remains the framework of choice due to the following reasons:
In addition to H2O, H2O.ai offers the following Enterprise platforms:
There are no major challenges with H2O. Of course more detailed documentation could be made available for H2O. Overall, H2O is a one of the most popular frameworks available for AI and ML based model building. At NextGen Invent, our data scientists are experienced in building many such models using various framework including H2O.
We would love to hear from you about your framework of choice!
To find out more about H2O and how we can help you, please visit our website at www.nextgeninvent.com
