Qlik AutoML

Qlik AutoML

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Qlik AutoML offers analytics teams a no-code solution for automated machine learning, featuring automated model generation, explainability at record level, and predictive analysis capabilities for strategizing and decision-making.

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Key AI Functions:IT,hr,human resources,low-code/no-code,information technology,misc tools

Description for Qlik AutoML

Qlik AutoML is a no-code, automated machine learning solution tailored for analytics teams, facilitating rapid generation of machine learning models, decision planning, and predictions.

Features of Qlik AutoML:

  • Automated Model Generation:
    • Automatically identifies critical variables and selects optimal algorithms to generate machine learning models.
    • Allows ranking and scoring of multiple models, determination of feature significance, refinement, and deployment with complete explainability data.
  • Explainability at Record Level:
    • Provides explainability data at the record level, aiding users in understanding predictions and devising effective strategies.
  • Predictive Analysis and 'What-If' Scenarios:
    • Enables analysis of predictive data and simulation of hypothetical scenarios, empowering users to strategize and execute actions based on real-time computations from AutoML.

Use Cases for Qlik AutoML

  • Sales: Customer Churn/Retention, Win/Loss Forecasting for the Sales Pipeline, Prospecting and Targeting Customers
  • Demand/Revenue Forecasting, Customer Lifetime Value, and Customer Next Best Offer comprise marketing.
  • Finance: Optimization of Capital Investments, Management of Expenses, and Risk Management/Reduction
  • Capacity Allocation, Workforce Demand Prediction, and Cancellation of Appointments comprise Operations.
  • Human Resources: Attrition Prediction and Employee Retention, Employee Satisfaction, Recruiting and Candidate Profiling
  • IT: Prediction of Infrastructure Performance and Software/Licensing Usage
  • Prediction of Inventory Stock-Outs, Optimization of Transportation, and Supply Chain Performance and Bottlenecks
  • Service & Support: Predictive Maintenance and Support Case Prediction
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