Empowering Analytics Teams with
Advanced Machine Learning
Qlik™ understands that we need more than just information, we need the power to predict, explain and act on future Trends. That’s why they’re excited to share some improvements to Qlik AutoML® that help us turn our data into a powerful decision-making tool. Let’s break down how Qlik AutoML® works for us in three simple steps:
- Predict
- Explain
- Act
For a brief explainer about how Qlik AutoML® woks, please watch the video below!
The passion for data-driven insights has always been Qlik™’s driving force. Since the Qlik AutoML® was introduced as a key component of their AI-driven analytics strategy, the feedback came from the users and innovative use cases as welll have shaped its evolution. Today, Qlik™ is thrilled to unveil the next generation of Qlik AutoML®, packed with features that has been asking for.
Qlik™ users wanted to harness the power of machine learning without deep data science expertise, and they were listened. This release is a testament to Qlik™’s ongoing collaboration, bringing cutting-edge capabilities directly to our fingertips.
So, let’s dive into the new capabilities that we’ll be exploring below:
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 our unique business data.
2. Embedded Analytics: este oferită o integrare mai strânsă cu Qlik Sense™. Acum puteți:
- 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 Qlik™ users have scaled their predictive analytics efforts, they have emphasized the need for robust MLOps features. Qlik™ took care of this, 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, Qlik™ have 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.
Qlik™ recently showcased these new capabilities at Qlik™ Connect, and the enthusiasm from attendees 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, the feedback Qlik™ has got from the users is already shaping the future of AutoML at Qlik™. In the coming months, Qlik™ will 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 Qlik™ continues 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.
If you want to see how easy it is to create a Qlik AutoML® Predictive Model, please watch the video below!
If you want to see how to use the predictive model data to create a very simple predictive Qlik Sense™ App, please watch the video below.
For information about Qlik™, click here: qlik.com.
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