Machine learning with Python cookbook: practical solutions from preprocessing to deep learning
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Vectors, matrices, and arrays -- Loading data -- Data wrangling -- Handling numerical data -- Handling categorical data -- Handling text -- Handling dates and times -- Handling images -- Dimensionalit reduction using feature extraction -- Dimensionality reduction using feature selection -- Model evaluation -- Model selection -- Linear regression -- Trees and forests -- K-nearest neighbors -- Logistic regression -- Support vector machines -- Naive bayes -- Clustering -- Neural networks -- Saving and loading trained models.
LF/594599/R
Data sheet
- Name of the Author
- Albon
Chris - Language
- English
- ISBN
- 9781491989388
- Release date
- 2018
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