Feature Engineering Based on Sensory Data

Feature Engineering [0]

Time Domain

Training set [1]

Numerical Data

Example of the table after the aggregation function [1]

Categorical Data

Mixed Data

Frequency Domain

Fourier Transformations

Features for Unstructured Data

Pre-processing Text Data

Bag of Words

Bag of Words [10]

TF-IDF

Topic Modeling

Conclusion

The amazing book [1]

References

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PhD Candidate in Artificial Intelligence @ Vrije Universiteit Amsterdam. https://www.alessandrozonta.ml/

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Alessandro Zonta

Alessandro Zonta

PhD Candidate in Artificial Intelligence @ Vrije Universiteit Amsterdam. https://www.alessandrozonta.ml/

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