H2OAI in Machine Learning Software

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H2OAI
California, USA
2012
$11MN to $50MN
Enterprise
7 Likes
81 Buyers Negotiating

Summary

Following features are provided by H2O Sparkling Water Machine Learning Platform-
  • Access to H2O Algorithms- Access to H2O algorithms developed from the ground up for distributed computing and for both supervised and unsupervised approaches including Random Forest, GLM, GBM, XGBoost, GLRM, Word2Vec and many more.
  • Drive Computation from Scala, R- Provides an ideal and unique machine learning platform for application developers by driving computation from Scala, R, or Python and use the H2O Flow UI.
  • Simple Deployment- Offers easy to deploy POJOs and MOJOs to deploy models for fast and accurate scoring in any environment, including very large models.

Discussions

Strengths
  • +10
    Services
  • +6
    APIs for Batch and Real-time Predictions
  • +7
    Data Transformations
  • +11
    Data visualization and exploration
  • +14
    Machine Learning Algorithms
  • +5
    Model assessment and scoring
  • +12
    Model Evaluation and Interpretation Tools
  • +13
    Modeling APIs
  • +10
    Product Features and Functionality
  • +10
    Large Enterprises (Revenue> 500 Million)
  • +8
    Managed services (Support & Maintenance)
  • +7
    Professional Services (Consulting & Training)
  • +9
    Small and Medium sized Enterprise
  • +11
    Product Upgradation
  • +9
    Breadth and Depth of Product Offerings
  • +10
    Customer Support
  • +12
    Others, please specify
  • +11
    Sales Support
  • +9
    Technical Support
  • +9
    Platform
Cautions
  • -13
    Lacks in offering well documented guidelines and scalability
  • -6
    Customer Feedback Frequency
  • -7
    Solution Scalability
  • -8
    licenses
  • -5
    Products/Solutions Offered
  • -12
    Product Innovation
  • -6
    Customer Redressal Mechanism/Program
  • -5
    Level of Support
  • -6
    Dedicated Account Manager (DAM)
  • -14
    Product Demos
  • -5
    Proof of Concept
  • -14
    R&D Spend
  • -11
    Focus on Product Innovation
  • -7
    On-Site Support
  • -12
    Product Differentiation and Impact on Customer Value
  • -13
    Product Quality and Reliability
  • -8
    Remote Support
  • -8
    Software Tools
  • -12
    New Product Launches
  • -13
    Software Requirement Specification (SRS)
H2OAI Presence in Machine Learning Software
H2O.ai offers innovative AI solutions in the machine learning software market and helps businesses to leverage the AI technology through its software offerings. The company provides critical applications, which include predictive maintenance, operational intelligence, security, fraud, auditing, churn, credit scoring, user-based insurance, predicting sepsis, and ICU monitoring in over 9,000 organizations. It follows both organic and inorganic growth strategies to enhance its product portfolio and increase the customer base throughout the globe. In line with its organic growth strategy, in July 2016, H2O.ai announced Sparkling Water 2.0, an updated version of its best machine learning software platform. New features include the ability to interface with Apache Spark, Scala, and MLlib via H2O.ai’s Flow UI, build ensembles using algorithms from both H2O and MLlib, and give Spark users the power of H2O’s visual intelligence capabilities. Similarly, as part of its inorganic strategy, the company partners and collaborates with various companies. For instance, in May 2017, H2O.ai partnered with IBM, to offer its AI platform, GPU-powered best machine learning software and deep learning on IBM’s Power Systems platform.
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