Data science from scratch : comprehensive beginners guide to learn data science fom scratch / Joel Grus.

By:

George, Henry [author.]

Material type:

TextPublisher: 2020Edition: Second editionDescription: Unpages : 19 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9781492041139
1492041130

Subject(s):

DDC classification:

005.75 GEO 23

LOC classification:

QA76.73.P98 G78 2019

Contents:

Introduction -- A crash course in Python -- Visualizing data -- Linear algebra -- Statistics -- Probability -- Hypothesis and inference -- Gradient descent -- Getting data -- Working with data -- Machine learning -- k-Nearest neighbors -- Naive bayes -- Simple linear regression -- Multiple regression -- Logistic regression -- Decision trees -- Neural networks -- Deep learning -- Clustering -- Natural language processing -- Network analysis -- Recommender systems -- Databases and SQL -- MapReduce -- Data ethics -- Go forth and do data science.

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Holdings
Cover image	Item type	Current library	Home library	Collection	Shelving location	Call number	Materials specified	Vol info	URL	Copy number	Status	Notes	Date due	Barcode	Item holds	Item hold queue priority	Course reserves
	Books	CamTech Library			General Collections	005.75 GEO (Browse shelf(Opens below))				C.1	Available			0000003002

Total holds: 0

Includes bibliographical references and index.

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