Python machine learning : unlock deeper insights into machine learning with this vital guide to cutting-edge predictive analytics

• 作者： Raschka, Sebastian, author.
• 其他題名：
  • Community experience distilled.
• 出版： Birmingham, UK : Packt Publishing Ltd.
• 叢書名： Community experience distilled.
• 主題： Python (Computer program language) , Machine learning
• ISBN： 9781783555130 (pbk.): GBP24.06 、 1783555130
• 資料類型: 圖書
• 內容註: 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. Includes index.
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