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Version: v0.8.2

FAQs

H2O AutoInsights enables you to automatically discover insights in your data through statistical and machine learning analyses. You can discover insights in data quickly and easily by uploading your dataset and specifying the type of analyses to implement. You can view discovered insights in interactive visuals and easy-to-understand narrative summaries that clarify and elevate the value of your data. The 162+ available data connectors facilitate connecting to various data sources. Additionally, you can change the settings of all supported analysis types.

The below sections provide answers to frequently asked questions. If you have additional questions, please send them to cloud-feedback@h2o.ai.

General​

Why is H2O AutoInsights needed in the market?​

The amount of data generated and stored has increased with the drive towards "being data-driven." According to the International Data Corporation (IDC), the volume of data generated and collected worldwide "will grow 61% to 175 zettabytes by 2025." However, searching for hidden insights in data is challenging and time-consuming, especially when dealing with many data points and visualizations. And here is where H2O AutoInsights becomes needed in the market. Hidden insights in data are automatically revealed by H2O AutoInsights while shortening the time to discover the answers to many interesting questions for faster and wiser decision-making. Our research shows a need for H2O AutoInsights based on customer feedback and product surveys.

What kinds of problems do customers face that this application will help solve?​

  • Problem 1: Data processing
    • H2O AutoInsights replaces the unguided and inefficient manual process of extracting insights in data with innovative statistical and machine learning analyses that elevate the value of unprocessed data.
  • Problem 2: Data visualization
    • H2O AutoInsights illustrates, clarifies, and simplifies discovered insights in data through interactive visuals and easy-to-understand narrative summaries that a non-technical user can understand.

Why is manual data processing painful?​

Discovering insights on an excessive amount of data points is challenging and time-consuming. Besides, finding insights in the data often depends on the skill level of the analyst or data scientist analyzing the data. H2O AutoInsights replaces the unguided and inefficient manual process of extracting insights in data with innovative statistical and machine learning algorithms that elevate the value of your data.

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