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Learn Python by Building Data Science Applications
更新时间:2021-06-24 13:07:03 最新章节:Leave a review - let other readers know what you think
书籍简介
Pythonisthemostwidelyusedprogramminglanguageforbuildingdatascienceapplications.Completewithstep-by-stepinstructions,thisbookcontainseasy-to-followtutorialstohelpyoulearnPythonanddevelopreal-worlddatascienceprojects.The"secretsauce"ofthebookisitscuratedlistoftopicsandsolutions,puttogetherusingarangeofreal-worldprojects,coveringinitialdatacollection,dataanalysis,andproduction.ThisPythonbookstartsbytakingyouthroughthebasicsofprogramming,rightfromvariablesanddatatypestoclassesandfunctions.You’lllearnhowtowriteidiomaticcodeandtestanddebugit,anddiscoverhowyoucancreatepackagesorusetherangeofbuilt-inones.You’llalsobeintroducedtotheextensiveecosystemofPythondatasciencepackages,includingNumPy,Pandas,scikit-learn,Altair,andDatashader.Furthermore,you’llbeabletoperformdataanalysis,trainmodels,andinterpretandcommunicatetheresults.Finally,you’llgettogripswithstructuringandschedulingscriptsusingLuigiandsharingyourmachinelearningmodelswiththeworldasamicroservice.Bytheendofthebook,you’llhavelearnednotonlyhowtoimplementPythonindatascienceprojects,butalsohowtomaintainanddesignthemtomeethighprogrammingstandards.
品牌:中图公司
上架时间:2019-08-30 00:00:00
出版社:Packt Publishing
本书数字版权由中图公司提供,并由其授权上海阅文信息技术有限公司制作发行
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Philipp Kats David Katz
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