See the full list of Top Predictive Analytics Vendors
Enterprises focused on predictive analytics that have experienced data scientists who are looking for a low-cost machine learning platform should consider H2O. It receives rave reviews from both analysts and end users, and it is becoming one of the staples in the analytics arsenal.
Significantly, it comes in both open source and enterprise versions, which allows wide compatablity between various platforms. The company behind the project also offers paid enterprise support, for companies with a budget that need a helping hand.
H2O is an open source machine learning platform created by a company called H2O.ai. It claims to be the world’s number one open source machine learning platform. It offers fast in-memory processing with linear scalability and support for all the most widely used statistical and machine learning algorithms. Because it is open source, it offers very flexible deployment and lower costs than proprietary predictive analytics tools.
Gartner ranked it as a Leader for machine learning, and it received 4.7 stars from Gartner PeerInsights.
- Automatic feature engineering
- Machine learning interpretability
- Natural language processing
- Automatic scoring pipelines
- Time series
- Automatic visualization
- Flexibility of data and deployment
- NVIDIA GPU acceleration
H2O (open source), Sparkling Water (H2O + Spark), H2O Driverless AI (paid enterprise version).
Hadoop, Python, Spark, leading cloud services.
Downloadable software that can be deployed anywhere.
Pricing and How to Buy
Open source versions are free. Enterprise version has a free trial with pricing available on request.
H2O Features Chart
|Editions Available||H2O (open source), Sparkling Water (H2O + Spark), H2O Driverless AI (paid enterprise version)|
|Key Features||• Automatic feature engineering
• Machine learning interpretability
• Natural language processing
• Automatic scoring pipelines
• Time series
• Automatic visualization
• Flexibility of data and deployment
• NVIDIA GPU acceleration
|Integrations||Hadoop, Python, Spark, leading cloud services|
|Delivery||Downloadable software that can be deployed anywhere.|
|Price||Open source versions are free. Enterprise version has a free trial with pricing available on request.|