Mastering machine learning with scikit-learn : apply effective learning algorithms to real-world problems using scikit-learn

• 作者： Hackeling, Gavin, author.
• 其他題名：
  • Community experience distilled.
• 出版： Birmingham, UK : Packt Publishing Ltd.
• 叢書名： Community experience distilled.
• 主題： Machine learning , Python (Computer program language)
• ISBN： 9781783988365 (pbk.): GBP23.23 、 1783988363 (pbk.)
• 資料類型: 圖書
• 內容註: The fundamentals of machine learning -- Linear regression -- Feature extraction and preprocessing -- From linear regression to logistic regression -- Nonlinear classification and regression with decision trees -- Clustering with K-means -- Dimensionality reduction with PCA -- The perceptron -- From the perceptron to support vector machines -- From the perceptron to artificial neural networks. Includes index.
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