Julia 1.0 Programming Cookbook
Julia,withitsdynamicnatureandhigh-performance,providescomparativelyminimaltimeforthedevelopmentofcomputationalmodelswitheasy-to-maintaincomputationalcode.Thisbookwillbeyoursolution-basedguideasitwilltakeyouthroughdifferentprogrammingaspectswithJulia.StartingwiththenewfeaturesofJulia1.0,eachrecipeaddressesaspecificproblem,providingasolutionandexplaininghowitworks.YouwillworkwiththepowerfulJuliatoolsanddatastructuresalongwiththemostpopularJuliapackages.Youwilllearntocreatevectors,handlevariables,andworkwithfunctions.Youwillbeintroducedtovariousrecipesfornumericalcomputing,distributedcomputing,andachievinghighperformance.Youwillseehowtooptimizedatascienceprogramswithparallelcomputingandmemoryallocation.Wewilllookintomoreadvancedconceptssuchasmetaprogrammingandfunctionalprogramming.Finally,youwilllearnhowtotackleissueswhileworkingwithdatabasesanddataprocessing,andwilllearnaboutondatascienceproblems,datamodeling,dataanalysis,datamanipulation,parallelprocessing,andcloudcomputingwithJulia.Bytheendofthebook,youwillhaveacquiredtheskillstoworkmoreeffectivelywithyourdata
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