The Evolution of Qlik AutoML – Empowering Analytics Teams with Advanced Machine Learning

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Your passion for data-driven insights has always been our driving force. Since we introduced Qlik AutoML as a key component of our AI-driven analytics strategy, your feedback and innovative use cases have shaped its evolution. Today, we're thrilled to unveil the next generation of Qlik AutoML, packed with features you've been asking for.

You told us you wanted to harness the power of machine learning without deep data science expertise, and we listened. This release is a testament to our ongoing collaboration, bringing cutting-edge capabilities directly to your fingertips.

Let's dive into the new capabilities that you'll soon be exploring:

1. Intelligent Model Optimization: Remember those challenges with feature engineering and handling imbalanced datasets? AutoML now automatically tackles these for you. Here's what you can expect:
   • Advanced feature engineering for dates and text
   • Comprehensive correlation analysis
   • Automated target leakage checks
   • Intelligent handling of outliers and imbalanced data

The result? Faster, better models that capture the nuances of your unique business data.

2. Embedded Analytics: You asked for tighter integration with Qlik Sense, and we delivered. Now you can:
   • Compare models side-by-side directly in Qlik Sense
   • Analyze predictions using SHAP (SHapley Additive exPlanations) values
   • Visualize results in the context of your existing dashboards

This tight integration ensures that predictive insights are readily available in your existing analytics workflows.

3. Enhanced MLOps: As many of you have scaled your predictive analytics efforts, you've stressed the need for robust MLOps features. We heard you, and now you have:
   • A fully serverless lifecycle for training, deployment, and monitoring
   • Granular access controls
   • Automated retraining to maintain model reliability

These enhancements align with Qlik's comprehensive AI strategy, focusing on trusted data, AI-enhanced analytics, and self-service AI solutions. Qlik AutoML plays a crucial role in this vision, bridging the gap between advanced machine learning capabilities and your practical needs as analysts and business users.

Under the hood, we've incorporated state-of-the-art techniques in automated machine learning, all while keeping the interface intuitive and code-free. This means you can now build models that rival those created by data scientists, all within the governed, secure environment you trust.

We recently showcased these new capabilities at Qlik Connect, and the enthusiasm from attendees like you was overwhelming. The latest version of Qlik AutoML is now available, ready for you to explore and push the boundaries of what's possible with your data.

Looking ahead, your feedback is already shaping the future of AutoML at Qlik. In the coming months, we'll be introducing even more advanced features, including enhanced support for time series forecasting, automated anomaly detection, and deeper integration with Qlik's associative engine for even more powerful predictive insights.

As we continue to lead the way in AI-powered analytics, we invite you to experience the next evolution of Qlik AutoML and harness the power of advanced machine learning. Don't wait to turn your data into a competitive advantage – start exploring Qlik AutoML today, drive proactive decisions with measurable business impact, and join us in shaping the future of augmented analytics.

Want to Learn More?  Get Started with AutoML today

• Do More with Qlik - Create the Predictive Model
• Do More with Qlik - Create the Qlik Sense Predictive App