An organization wants to use all available data to offer predictive suggestions on their website that improve over time. Which method should the organization use?

The correct answer is C. Machine learning. Machine learning (ML) is the method by which systems learn patterns from large datasets and use those patterns to make predictions or recommendations-and crucially, ML models improve automatically as they are exposed to more data over time through retraining. This 'learns and imp

Leveraging Data and AI/ML for Business Transformation and Innovation

Question

Options

AData automation
BTrends analysis
CMachine learning
DMultiple regression

How the community answered

(23 responses)

A
4% (1)
C
91% (21)
D
4% (1)

Explanation

Machine learning (ML) is the method by which systems learn patterns from large datasets and use those patterns to make predictions or recommendations-and crucially, ML models improve automatically as they are exposed to more data over time through retraining. This 'learns and improves' characteristic is the defining feature of ML and is exactly what the scenario requires. Option A (data automation) refers to automating data pipelines or workflows, not generating predictions. Option B (trends analysis) is a manual statistical method that identifies historical patterns but does not self-improve. Option D (multiple regression) is a specific statistical technique that can make predictions but is a fixed model that does not learn or adapt automatically as new data arrives.

Topics

#Machine Learning#Predictive Analytics#AI Solutions#Data-driven Decisions

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