Python machine learning : unlock deeper insights into machine learning with this vital guide to cutting-edge predictive analytics
Sebastian Raschka
Bok Engelsk 2015 · Electronic books.
| Annen tittel | |
|---|---|
| Omfang | XIII, 425 sider : illustrasjoner
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| Opplysninger | Giving computers the ability to learn from data -- Training machine learning algorithms for classification -- A tour of machine learning classifiers using Scikit-learn -- Building good training sets: data preprocessing -- Compressing data via dimensionality reduction -- Learning best practices for model evaluation and hyperparameter tuning -- Combining different models for ensemble learning -- Applying machine learning to sentiment analysis -- Embedding a machine learning model into a web application -- Predicting continuous target variables with regression analysis -- Working with unlabeled data: clustering analysis -- Training artificial neural networks for image recognition -- Parallelizing neural network training with Theano.
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| Emner | |
| Sjanger | |
| Dewey | |
| ISBN | 1783555130. - 978-1-78355-513-0
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