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Machine learning is a branch of AI dependent on models
to perform autonomous tasks without required extensive
programming. It relies on statistical techniques or
algorithms that allow users to make predictions and/
or decisions based on historical data. Data scientists
utilize technologies like machine learning and AI to
examine data and make predictions about imminent
developments and potential issues, significantly
reducing the need for human intervention.
When critical thinking encounters machine-learning
algorithms, data science can help achieve better
insights, guide efficiency efforts, and inform predictions.
The goal is for businesses to benefit from data science to
make progressive decisions and create more innovative
products and services.
Figure 1: CRISP-DM steps. (Source: Renesas Electronics)
