Qlik AutoML
Deliver no-code automated machine learning to analytics teams
Create machine learning experiments, identify key elements in your data, and build models - all aimed at revealing possible outcomes and the underlying reasons behind them.
Give analysts the power of predictive analytics
Generate
models easily
Empower your organisation with the ability to predict trends, make informed decisions, and stay ahead of the curve by harnessing the power of data-driven modelling.
Make
predictions
Each report includes detailed explanations, offering valuable insights into possible outcomes and the reasons behind them.
Test
scenarios
An approach driven by models for efficiently designing, constructing, and overseeing data lakes whether on-premises or in the cloud.
Publish
experiments
Harness the power of external data science and cutting-edge generative AI technologies in Qlik applications, unlocking expansive insights, deeper understanding, and enhanced functionalities.
How no-code machine learning works
Auto-generate machine learning models
Discover the essential factors within your historical data and leverage advanced algorithms to create machine learning models. Simply indicate a target field in your dataset and allow Qlik AutoML to handle the rest:
- Identify critical drivers within your historical data
- Automatically generate predictive models with extensive fine-tuning and enhancement
- Choose and implement the top-performing models based on scoring and ranking
Predict potential outcomes
Simply upload your data to predict outcomes with your custom model. Receive valuable insights (SHAP values) for each record, giving you a clear understanding of the reasoning behind every prediction. This will assist you in making informed decisions to positively impact future results.
Predict potential outcomes
Simply upload your data to predict outcomes with your custom model. Receive valuable insights (SHAP values) for each record, giving you a clear understanding of the reasoning behind every prediction. This will assist you in making informed decisions to positively impact future results.
Explore predictive data and test what-if scenarios
With Qlik's Associative Engine, you can explore predictive data and test what-if scenarios in real-time. Interact with dynamic choices and tweak variables in your what-if scenarios to determine the best path towards optimal results.
Webinar: Using AutoML to predict and address student attrition
Dan Titchener - Qlik Consultant at Ometis
Dan Titchener, Qlik Consultant at Ometis, took us through a specific use case for Qlik AutoML in a recent webinar.
Dan showed how historical data can be used to predict those students in the current cohort that are likely to leave their course.
Dan's presentation showed how Qlik Sense can be used to make predictions but also to perform what-if analyses that can be fed back through the algorithm to check their effect.
Other important use cases for AutoML
Sales
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Sales pipeline – win/loss forecasting
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Customer churn / retention
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Customer prospecting / targeting
Marketing
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Demand / revenue forecasting
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Customer lifetime value
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Customer next best offer
Finance
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Capital investment optimisation
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Expense management
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Risk management / reduction
Operations
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Workforce demand prediction
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Capacity allocation
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Appointment cancellations
HR
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Employee retention / attrition prediction
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Employee satisfaction
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Recruiting / creating an ideal candidate profile
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IT
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Software / licensing usage
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Infrastructure performance prediction
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Supply chain
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Capital investment optimisation
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Expense management
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Risk management / reduction
Service
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Support case prediction
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Predictive maintenance
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AI and Machine Learning Connectors
Effortlessly connect with top AI and machine learning platforms like Open AI, Amazon Bedrock, Azure ML, and Databricks ML.
Qlik Connector Factory is continually expanding access to and delivery of data from hundreds of applications and data sources to fuel the ever-evolving analytics and data integration needs of organisations.
With the ability to rapidly develop new connectors, Qlik can help you access and integrate any data needed to drive better insights and deliver greater business outcomes.
AI and Machine Learning Connectors
Effortlessly connect with top AI and machine learning platforms like Open AI, Amazon Bedrock, Azure ML, and Databricks ML.
Qlik Connector Factory is continually expanding access to and delivery of data from hundreds of applications and data sources to fuel the ever-evolving analytics and data integration needs of organisations.
With the ability to rapidly develop new connectors, Qlik can help you access and integrate any data needed to drive better insights and deliver greater business outcomes.