The Statistics and Calculus with Python Workshop
Areyoulookingtostartdevelopingartificialintelligenceapplications?Doyouneedarefresheronkeymathematicalconcepts?Fullofengagingpracticalexercises,TheStatisticsandCalculuswithPythonWorkshopwillshowyouhowtoapplyyourunderstandingofadvancedmathematicsinthecontextofPython.Thebookbeginsbygivingyouahigh-leveloverviewofthelibrariesyou'llusewhileperformingstatisticswithPython.Asyouprogress,you'llperformvariousmathematicaltasksusingthePythonprogramminglanguage,suchassolvingalgebraicfunctionswithPythonstartingwithbasicfunctions,andthenworkingthroughtransformationsandsolvingequations.Laterchaptersinthebookwillcoverstatisticsandcalculusconceptsandhowtousethemtosolveproblemsandgainusefulinsights.Finally,you'llstudydifferentialequationswithanemphasisonnumericalmethodsandlearnaboutalgorithmsthatdirectlycalculatevaluesoffunctions.Bytheendofthisbook,you’llhavelearnedhowtoapplyessentialstatisticsandcalculusconceptstodeveloprobustPythonapplicationsthatsolvebusinesschallenges.
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