Python与机器学习算法在金融领域的应用研究

Python与机器学习算法在金融领域的应用研究AbstractIn recent years, with the development of technology, machine learning

Python与机器学习算法在金融领域的应用研究 Abstract Inrecentyears,withthedevelopmentoftechnology, machinelearninghasbecomeanimportantresearchdirection inthefieldoffinance.Python,asawidelyusedprogramming language,hasalsobecomepopularinthefinanceindustrydue toitseasy-to-usecharacteristics.Thispaperaimsto exploretheapplicationofPythonandmachinelearning algorithmsinthefinancialfieldin2023.Wewillintroduce theconceptofmachinelearningandPython,summarizethe currentsituationanddevelopmenttrendofmachinelearning algorithmsinthefinancialindustry,anddiscussthe challengesandprospectsoftheapplicationofPythonand machinelearningalgorithmsinthefinancialfield. Introduction Theapplicationofmachinelearninginfinancecan greatlyimprovetheefficiencyandaccuracyofinvestment decisions,riskmanagement,frauddetection,andcustomer analysisinthefinancialindustry.Python,asapopular programminglanguageinrecentyears,iswidelyusedin variousfieldssuchasscientificcomputing,dataanalysis, andartificialintelligence.Withitssimplesyntax, easy-to-learncharacteristics,andrichthird-party 第1页共6页