What is it

Qlik AutoML is a comprehensive, beginner-friendly machine learning utility for data analysis groups. It allows users to swiftly develop machine learning models, make predictions, and plan decisions.

Key features

• Automatic Model Generation: Qlik AutoML analyzes data to identify crucial factors and automatically generates machine learning models with optimal algorithms. Users can evaluate and rank models, understand feature importance, and deploy them with complete explanatory data.
• Prediction Capabilities: With predictive models, users can forecast outcomes based on current data while accessing record-level explanatory data. This enables them to comprehend the basis of predictions and make informed decisions.
• Predictive Data Exploration and Scenario Testing: Qlik AutoML allows users to investigate predictive data and evaluate various scenarios within Qlik Sense. It provides real-time calculations based on advanced predictive analytics.

Pros

• No-code interface, accessible to users with limited technical expertise.
• Automates the complex process of machine learning model development.
• Provides clear explanations for model predictions, enhancing decision-making.
• Supports a wide range of use cases across various industries and departments.

Cons

• Limited customization options compared to traditional machine learning frameworks.
• May not be suitable for highly complex or specialized machine learning tasks.
• Requires a subscription-based pricing model.

Summary

Qlik AutoML simplifies machine learning for analytics teams by automating model generation, providing predictive capabilities, and enabling scenario testing. Its user-friendly interface and explanatory data make it ideal for organizations seeking to leverage machine learning without extensive technical resources. While it may have limitations in advanced customization and complex tasks, Qlik AutoML offers a valuable solution for various use cases across industries.