Machine learning with Python cookbook

Giới thiệu Machine learning with Python cookbook

Machine learning with Python cookbook (Sách gia công, Bìa mềm) Thể loại:Computers - Databases Năm:2018 Ngôn ngữ:English Trang:349 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.