Feature Engineering
In the industry, we spend a lot of time working on feature engineering.
Dealing with Missing Data in Machine Learning
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Category: { Machine Learning }
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Summary: During feature engineering, we have to deal with missing values.
Pages: 3
2 Data Types and Level of Measurement in Machine Learning
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Category: { Machine Learning }
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References:
- Level of Measurement
- Stevens, S. S. (1946). On the theory of scales of measurement. Science, 103(2684), 677.
- Chrisman, N. R. (1998). Rethinking Levels of Measurement for Cartography. Cartography and Geographic Information Science, 25(4), 231–242.
- Statistical data type
Summary: identifying the data types and level of measurement is important in data science
Pages: 3
1 Feature Engineering
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Category: { Machine Learning }
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Summary: Feature engineering is crucial to the performance of our mdoel.
Pages: 3