What are some effective data reduction strategies?
An example of an AI chatbot conversation about data reduction strategies.
What are some effective data reduction strategies?
Data reduction strategies include techniques like data compression, dimensionality reduction, and data sampling.
Can you explain dimensionality reduction?
Dimensionality reduction involves reducing the number of features in a dataset while preserving its essential information.
What are some common methods for data compression?
Common methods include lossless compression like ZIP and lossy compression like JPEG for images.
How does data sampling work?
Data sampling involves selecting a subset of data from a larger dataset to analyze, which can save time and resources.
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