bookJan 1, 2012Closed access

Machine Learning in Action

Abstract

SummaryMachine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the BookA machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interesting or useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many.Machine…

Citation impact

619
total citations
FWCI
9.53
Percentile
100%
References
0
Citations per year

Authors

1

Topics & keywords

Keywords
  • Machine learning
  • Computer science
  • Artificial intelligence
  • Python (programming language)
  • Automatic summarization
  • Naive Bayes classifier
  • Programming language
  • Support vector machine
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