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.