Updated11/19/20AcuratedlistofPython3resources,books,websites,tutorials,codechallenges.Ifyouhaveanysuggestionsforadditionstothelistpleaseopenanissue.
BooksLearnPython3theHardWayAgoodstartingplaceifyouarenewtopython.Notethere'searlierversionLearnPythontheHardWaythatcoversPython2.
LearningPythonGetacomprehensive,in-depthintroductiontothecorePythonlanguagewiththishands-onbook.Completewithquizzes,exercises,andhelpfulillustrations,thiseasy-to-follow,self-pacedtutorialgetsyoustartedwithbothPython2.xand3.x
PythonCrashCourseAhands-on,project-basedintroductiontoprogramming.
AutomatetheBoringStuffwithPythonOnlineEditionPracticalprogrammingforcompletebeginners.
HowtoThinkLikeaComputerScientist:InteractiveEdition
PythonCookbook:RecipesforMasteringPython3-IfyouneedhelpwritingprogramsinPython3,orwanttoupdateolderPython2code,thisbookisjusttheticket.
ClassesJetBrainsAcademyFreetrialonJetBrainsAcademy.Ifyouarelookingforacompletecoursestarthere,thePythontrack."It'saone-stopshopforreadingaboutconcepts,practicingthemandthenimmediatelyapplyingtheminprojects.Anall-in-onelearningtool."CodingChallengesStepik100sofproblemswithadaptivedifficulty.AftersolvingafewproblemsStepikprovidesafree3month(renewable)EducationalLicenseforthecompleteJetBrainssuite,includingPyCharmPro.
CheckIOCodinggamesforbeginnersandadvancedprogrammerswhereyoucanimproveyourcodingskillsbysolvingengagingchallengesandfuntaskusingPython,hasPyCharmintegration.
Codewarsiswheredevelopersachievecodemasterythroughchallenge.Trainonkatainthedojoandreachyourhighestpotential.
ThePythonChallenge33pythonpuzzlestochallengeyourskills.kuzmichhasanicelydonepython-challenge-solution
HackerRank100sofPythonproblemsforyoutosolve,solutionsavailableaftercompletingtheproblems.
CommunityCodeTriageHelpoutyourfavoriteopensourceprojectsandbecomeabetterdeveloperwhiledoingit.Pickyourfavoriterepostoreceiveadifferentopenissueinyourinboxeveryday.Fixtheissueandeverybodywins.43,662developersareworkingon4,493opensourcereposusingCodeTriage.
stackoverflowIfyouhaveaquestionyou'llalmostalwaysfindananswerhere.
PythononReddit
/r/learnpythonSubredditforpostingquestionsandaskingforgeneraladviceaboutyourpythoncode./r/pythonNewsaboutthedynamic,interpreted,interactive,object-oriented,extensibleprogramminglanguagePython./r/learnprogrammingAsubredditforallquestionsrelatedtoprogramminginanylanguage./r/dailyprogrammer—Thefocusofthissubredditistoprovidebi-dailychallengestokeepyourmindandfingersbusybetweenprojects./r/progether—Progetherisaboutbringingprogrammerstogetheroncommonprojects,whetheritislearningordevelopingordesigningorwhathaveyou./r/LearnMachineLearning—Asubredditdedicatedforlearningmachinelearning./r/PythonPuzzles—RegularcodepuzzlesinthePythonprogramminglanguagesDjangoBootstrapGetstartedwithBootstrap,theworld’smostpopularframeworkforbuildingresponsive,mobile-firstsites,withBootstrapCDNandatemplatestarterpage.
Django,Docker,andPostgreSQLTutorialInthistutorialwewillcreateanewDjangoprojectusingDockerandPostgreSQL.Djangoshipswithbuilt-inSQLitesupportbutevenforlocaldevelopmentyouarebetteroffusinga"real"databaselikePostgreSQLthatmatcheswhatisinproduction.(pipenv)
Docker:Quickstart:ComposeandDjangoThisquick-startguidedemonstrateshowtouseDockerComposetosetupandrunasimpleDjango/PostgreSQLapp.(venv)
GettingstartedwithDjangoTheofficialtutorial.
CoreySchaferPythonDjangoTutorialsInthisseries,wewillbelearninghowtobuildafull-featuredDjangoapplicationforscratch.WewilllearnhowtogetstartedwithDjango,usetemplates,createadatabase,uploadpictures,createanauthenticationsystem,andmuchmuchmore.
DjangoSourceCodeGreatforsearchingwhenlookingforwhattextDjangowasusingbydefaultbutitwasn’tclearwhereintheDjangosourcecodeitwaswritten.
DocumentationPython3.9documentation
Quicksphinxprimer
FlaskTheFlaskMega-Tutorial
FlaskTutorialHackersAndSlackersCreatewebapplicationsandAPIswithPython’smostpopularframework.Wecovereverythingfromrouting,databaseintegrations,useraccounts,andmore.
FreeFreefordevelopersDevelopersandOpenSourceauthorsnowhaveamassiveamountofservicesofferingfreetiers,butitcanbehardtofindthemalltomakeinformeddecisions.Thisisalistofsoftware(SaaS,PaaS,IaaS,etc.)andotherofferingsthathavefreetiersfordevelopers.GitGitHubHelpHelpwithallthingsGit.
GithubProfileReadmeTemplatesAcuratedlistofawesomeGithubProfileReadmeTemplates.
LearnGitBranching
GUIrelatedDearPyGuiDearPyGuiisasimpletouse(butpowerful)PythonGUIframework.DearPyGuiprovidesawrappingofDearImGuithatprovidesahybridofatraditionalretainedmodeGUIandDearImGui'simmediatemodeparadigm.
IntroductiontoPyQt4AnintroductoryPyQt4tutorial
LearnPyQtCreateGUIapplicationswithPython3andQt5,usingPyQt5/PySidelibraries.Basicandadvancedtopics.
ProgramArcadeGamesWithPythonAndPygame
PySimpleGUIPythonGUIForHumans-Transformstkinter,Qt,Remi,WxPythonintoapeople-friendlyPythonicinterfaces
TkinterTutorialLearnhowtodevelopgraphicaluserinterfacesbywritingsomePythonGUIexamplesusingTkinterpackage.
HTMLCodePenAnonlinecodeeditor,learningenvironment,andcommunityforfront-endwebdevelopmentusingHTML,CSSandJavaScriptcodesnippets.
HTMLReference
IDEsPyCharmCommunityEditionAgreatfreeIDE,hasmostofthefeaturesyou'llwant.Aftersolvingafewchallengeproblemsyoucangetafree3monthEducationalLicense(renewable)fortheProfessionalVersionfromStepikthatisvalidfortheentireJetBrainssuite.
GettingStartedwithPyCharmvideotutorialsAnaconda"Theopen-sourceAnacondaDistributionistheeasiestwaytoperformPython/RdatascienceandmachinelearningonLinux,Windows,andMacOSX"
Quicklydownload1,500+Python/RdatasciencepackagesManagelibraries,dependencies,andenvironmentswithCondaDevelopandtrainmachinelearninganddeeplearningmodelswithscikit-learn,TensorFlow,andTheanoAnalyzedatawithscalabilityandperformancewithDask,NumPy,pandas,andNumbaVisualizeresultswithMatplotlib,Bokeh,Datashader,andHoloviewsSpyderSpyderisapowerfulscientificenvironmentwritteninPython,forPython,anddesignedbyandforscientists,engineersanddataanalysts.
JupyterJupyterLabisaweb-basedinteractivedevelopmentenvironmentforJupyternotebooks,code,anddata.
PackagesBeautifulSoupPythonWebScrapingUsingBeautifulSoup
djangoDjangoisahigh-levelPythonWebframeworkthatencouragesrapiddevelopmentandclean,pragmaticdesign.
pipreqsGeneratepiprequirements.txtfilebasedonimportsofanyproject
pipenvPipenvCheatSheet
pyGameIntroductiontoPyGame.
PySimpleGUIPythonGUIForHumans-Transformstkinter,Qt,Remi,WxPythonintoportablepeople-friendlyPythonicinterfaces
pysnooperNeveruseprintfordebuggingagain
UsefulPythonmodulesAcollectionsofusefulPythonmodules,inalittletonoorderwhatsoever…
PracticeProblemswithSolutionsw3resource'sPythonExercises,100sofexerciseswithsolutions,includesseveralexternalpackages.
PracticePythonOver30beginnerPythonexerciseswithsolutions
100+Pythonchallengingprogrammingexercises
PythonCheatSheetsComprehensivePythonCheatsheet
PythonCheatsheet
LearnXinYminutesWhereX=python3
RegexAwesomeRegexAcuratedcollectionofawesomeRegexlibraries,tools,frameworksandsoftware.
RegexPalAregularexpressiontester.
SampleCodePythonStdioGamesAcollectionoftext-basedgameswritteninPython3thatonlyuse"standardi/o".ByAlSweigartofinventwithpython.com,it'saimedatbeingeasytocopyandunderstandbybeginners.
MyPythonExamplesThesescriptscontainimportantfunctionswhichhelpreducehumanworkload.
ActiveStateCode»RecipesPopularPythonrecipes
pythonforbeginnersCode-snippets
CodesCrackerPythonProgrammingExamples
SolutionsHitchhikersscenario-guide-for-python-applications
AwesomePython"AcuratedlistofawesomePythonframeworks,libraries,softwareandresources"
StydyGuidesAsyllabusforlearningPythonandDjango
UltimatePythonstudyguideUltimatePythonstudyguidefornewcomersandprofessionalsalike.
StyleGuidesPEP8--StyleGuideforPythonCodeThisdocumentgivescodingconventionsforthePythoncodecomprisingthestandardlibraryinthemainPythondistribution.
GooglePythonStyleGuide
TheHitchhiker’sGuidetoPython
TestingpysnooperPySnooper-Neveruseprintfordebuggingagain
ImproveYourPython:UnderstandingUnitTesting
GettingStartedWithTestinginPython
TutorialsDjangoIncludesbasicandadvancedtutorials.
w3schoolsPythonTutorialClearandconcise.
ProgramizLearnPythonProgramming:TheDefinitiveGuide
PythonforEverybodyAfullPythoncourse.
CodecademyCodecademyhasafree7daytrial,andhasseveralPythoncourses.
ThePythonTutorialTheofficialtutorial.
Google'sPythonClassVideosandexercisesfromatwodayPythonclass.
pythonprogramming.netAnumberofpythontutorials.
RealPythonTutorialsShorttutorialsonawiderangeofsubjects.
SololearnPythonClassLearnonthewebandonthego.Availableonallmajordevicesandplatforms.
UdemyOffersafreeAutomatetheBoringStuffwithPythonProgrammingcourse.
pythonprogramming.netPythonProgrammingtutorialsfrombeginnertoadvancedonamassivevarietyoftopics.
CleanarchitecturesinPython:astep-by-stepexample
PythonTutorial
YoutubeCoreySchaferAmongthebestPythonTutorialvideos.
10PythonTipsandTricksForWritingBetterCode
PythonProgrammingforNetworkEngineersAYoutubecourseonPythonprogramming/automationfornetworkengineers.
OtherResourcesPixabayOver1million+highqualitystockimagesandvideossharedbyourtalentedcommunity.
DatahubIODatahubprovidesimportant,commonly-useddataashighquality,easy-to-useandopendatapackages.
ImageFuAgoodtooltocreatebuttonimages.
评论