Building Machine Learning Systems with Python

Häftad, Engelska, 2015

Av Luis Pedro Coelho, Willi Richert

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Key FeaturesBook DescriptionWhat you will learnWho this book is for

Produktinformation

Utgivningsdatum2015-03-26
Mått191 x 235 x 18 mm
Vikt611 g
FormatHäftad
SpråkEngelska
Antal sidor326
FörlagPackt Publishing Limited
ISBN9781784392772

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Luis Pedro Coelho is a computational biologist who analyzes DNA from microbial communities to characterize their behavior. He has also worked extensively in bioimage informatics - the application of machine learning techniques for the analysis of images of biological specimens. His main focus is on the processing and integration of large-scale datasets. He has a PhD from Carnegie Mellon University and has authored several scientific publications. In 2004, he began developing in Python and has contributed to several open source libraries. He is currently a faculty member at Fudan University in Shanghai. Willi Richert is a Software Development Engineer at Microsoft for the last 5 years. He has also worked as a project team leader for mobile devices (Java/Python) at Richert GbR.

Table of ContentsGetting Started with Python Machine LearningClassifying with Real-world ExamplesClustering ? Finding Related PostsTopic ModelingClassification ? Detecting Poor AnswersClassification II ? Sentiment AnalysisRegressionRegression ? Recommendations ImprovedClassification III ? Music Genre ClassificationComputer Vision ? Pattern RecognitionDimensionality ReductionBig(ger) DataAppendix: Where to Learn More about Machine Learning