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Domo Data Science and Machine Learning

Powering Your Business Intelligence Through Data Science

Use Domo's data science and machine learning tools to build flexible models, generate highly relevant insights, and quickly share information across the organization.

Deploying Data Science in Enterprise-Scale Production

Domo's full-stack modern BI platform allows you to connect all your data and systems, run analytics, and visualize results so you can optimize your data science practices to make faster, more confident business decisions.

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Automation

Eliminate time spent accessing and combining complex data across different systems.

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Adjustment model

Run your data science models in a production environment while monitoring model performance and making adjustments based on feedback.

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Realize fast decision making

Drive accurate, data-driven business impact by providing real-time insights to your teams, customers and partners.

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Incorporating Machine Learning into Your Daily Routine

AutoML helps you get from data to model to results faster.Domo's AutoML integration with Amazon Sagemaker Autopilot accelerates model development and allows you to share machine learning insights with your team through visualizations and data apps (link to new data app page).

  • Connect data from any source.Use Domo's collection of over 1,000 connectors to connect to the data, and then use Domo's Magic ETL to prepare the dataset for machine learning modeling.
  • Automatic training of machine learning models. Amazon's Sagemaker Autopilot automatically trains and tunes hundreds of machine learning models based on the columns you select, allowing you to choose the best model.
  • Construct the model into a new data pipeline.Use Magic ETL to integrate machine learning into your data pipeline. New incoming data flowing into Domo will be reasoned about using a model of your choice.
  • Share data science insights.Create interactive data stories or data apps to communicate predictive insights to your team, share them outside your company using Domo Everywhere, or trigger automated actions in other systems.

Integrate Data Science Scripts into Your Data Streams

Whether you're a business user or a data scientist, you'll be able to use Domo's data science tools to leverage the power of data science to prepare data and create predictive models, as well as perform data science operations in Domo's Magic ETL and Custom Scripts windows.

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For business users and analysts

Statistical modeling through drag-and-drop functionality built into the ETL process allows anyone to use general data science capabilities.

  • classification
  • Forecast
  • Anomaly Detection
  • Multivariate heterogeneous values
  • polymerization

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For Data Scientists

Combine the power and convenience of Domo ETL processes with the accuracy of data science:

  • Data analysis using embedded R and Python script blocks.
  • Embedded workspaces for Jupyter notebooks, code, and data.
  • Import customized scripts into the Data Science pipeline.

Reduce Time from Insight to Action with Data Science and Machine Learning Data Applications

Solve common challenges faster with data applications Domo's data science and machine learning tools provide the infrastructure for powerful data applications. Leverage Domo's data applications to run your business, increase operational efficiency, or reduce the potential for unexpected costs.

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Optimizing Sales and Profitability (AutoML for CRM)

  • Improve forecast accuracy
  • Recommended Income Generating Activities
  • Tendency scoring for all sales and marketing activities
  • Understand the factors that drive uplift and drive the next best course of action recommendations

Reduce wastage

  • Significantly reduce costs and retain valuable talent.
  • Increase customer contract renewal.
  • Improvement of products or services.

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Forecast of loan defaults

  • Reducing the risk of loan defaults
  • Targeting customers with a low propensity to default
  • Continuously monitor and adjust models to improve accuracy

Improve customer satisfaction

  • Determine which channels provide the greatest CSAT
  • Reducing the risk of CSAT deterioration
  • Cross-Channel Sentiment Tracking

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Accelerating Data Science Implementation through Professional Services

Domo's Data Science Center of Excellence enables you to build data science in your organization through hands-on training in machine learning, data science research and development, and consulting services.

  • Starting with targeted surveys, data audits, and data science diagnostics, solutions are customized to your needs.
  • Determine the relevant statistical methods and build a correlation matrix to identify the relevant variables.
  • Receive comprehensive training on model maintenance and interpretation of results to provide actionable insights for your organization.

Work faster and smarter with Domo Business Cloud

Domo can help you leverage the power of data through applications to drive business actions.

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Reports and Dashboards

Easily create interactive customizable dashboards.

 

 

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Self-help analysis

Make data accessible to all and have more time to analyze it.

 

 

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Data sharing and embedded analytics

Share analytics securely with customers and partners.

 

 

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Data Applications

Provide the team with data applications to programmatically solve business problems.

 

 

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For more information, please contact us!

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