Table of contents for Machine learning for hackers / Drew Conway and John Myles White.


Bibliographic record and links to related information available from the Library of Congress catalog


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PrefaceChapter 1: Using RChapter 2: Data ExplorationChapter 3: Classification: Spam FilteringChapter 4: Ranking: Priority InboxChapter 5: Regression: Predicting Page ViewsChapter 6: Regularization: Text RegressionChapter 7: Optimization: Breaking CodesChapter 8: PCA: Building a Market IndexChapter 9: MDS: Visually Exploring US Senator SimilarityChapter 10: kNN: Recommendation SystemsChapter 11: Analyzing Social GraphsChapter 12: Model ComparisonWorks Citedbooks and publicationsbibliography ofresourcesbooks and publications; website resourcesstatisticsresources formachine learningresources forR programming languageresources forColophon



Library of Congress subject headings for this publication:
Computer algorithms.
Electronic data processing -- Automation.