Ebook: Machine learning with Python cookbook: practical solutions from preprocessing to deep learning
Author: Albon Chris
- Tags: Aprendizaje automático, Python (Lenguaje de programación), Aprendizaje automático, Python (Lenguaje de programación)
- Year: 2018
- Publisher: O'Reilly Media
- City: Sebastopol;CA
- Language: English
- epub
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.
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