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Machine learning is transforming the way businesses operate. From customized marketing and fraud detection to supply chain optimization and personalized medicine, machine learning turns complex data into real-world insights.
Machine learning is a subset of AI that uses models, or algorithms, to analyze large amounts of complex data and identify patterns. Models use historical data to make predictions about new data with minimal human intervention.
The model analyzes the dataset to uncover patterns and identify any data that might need to be cleaned or preprocessed.
The model analyzes the data to learn the best combination of hyperparameters to minimize prediction error.
The model uses inference to make predictions about previously unseen data.
Observe model performance to identify any model drift that might require the model to be updated or retrained.
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