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008 240702t20242024flua o 001 0 eng
010 _a 2023037554
020 _a9781032350424
024 7 _a10.1201/b23127
_2doi
035 _a(YBP)20458006
037 _a9781003324997
_bTaylor & Francis
040 _aNhCcYBP
_cNhCcYBP
_dEG-NcFUE
042 _apcc
049 _aIULA
072 7 _aBUS
082 0 0 _a519.50285 SJF
_223
100 1 _aShea, John M.
_c(Professor of electrical engineering),
_eauthor.
245 1 0 _aFoundations of data science with Python /
_cJohn M. Shea.
250 _aFirst edition.
264 1 _aBoca Raton, FL :
_bCRC Press,
_c2024.
300 _a488 Pages :
_bIllustrations ;
_c24 cm
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aChapman & Hall/CRC the Python series
500 _aIncludes index.
505 0 _aFirst simulations, visualizations, and statistical tests -- First visualizations and statistical tests with real data -- Introduction to probability -- Null hypothesis tests -- Conditional probability, dependence, and independence -- Introduction to Bayesian methods -- Random variables -- Expected value, parameter estimation, and hypothesis tests on sample means -- Decision making with observations from continuous distributions -- Categorical data, tests for dependence, and goodness of fit for discrete distributions -- Multidimensional data : vector moments and linear regression -- Working with dependent data in multiple dimensions.
533 _aElectronic reproduction.
_bIpswich, MA
_nAvailable via World Wide Web.
588 _aDescription based on online resource; title from digital title page (viewed on April 15, 2024).
650 0 _aStatistics
_xData processing.
650 0 _aProbabilities
_xData processing.
650 0 _aInformation visualization.
650 0 _aPython (Computer program language)
776 0 8 _iPrint version:
_aShea, John M.
_tFoundations of data science with Python
_dBoca Raton : CRC Press, 2024
_z9781032346748
_w(DLC) 2023037553
830 0 _aChapman & Hall/CRC the Python series.
856 4 0 _aAll Campuses
_uhttps://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3782538
_zAvailable on campus and off campus with authorized logon
942 _2ddc
_cBK
960 _aBNOEMAT67
999 _c13209
_d13209