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

Information from electronic data provided by the publisher. May be incomplete or contain other coding.

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.