教程-AI for Finance
.MP4,AVC,380kbps,1920x1080|English,AAC,144kbps,2Ch|2h19m| 
Instructor:JakubKonczyk

Alotofsolutionstokeyproblemsinthefinancialworldrequirepredictingthefuturepatternsindatafromthepasttomakebetterfinancialdecisionsrightnow.Theevolutionofmodernmachinelearningmethodsandtoolsinrecentyearsinthefieldofcomputervisionbringpromiseofthesameprogressinotherimportantfieldssuchasfinancialforecasting.

Inthiscourse,you'llfirstlearnhowtoquicklygetstartedwithMLinfinancesbypredictingthefuturecurrencyexchangeratesusingasimplemodernmachinelearningmethod.Inthisexample,you'lllearnhowtochoosethebasicdatapreparationmethodandmodelandthenhowtoimprovethem.Inthenextmodule,you'lldiscoveravarietyofwaystopreparedataandthenseehowtheyinfluencemodelstrainingaccuracy.Inthelastmodule,you'lllearnhowtofindandtestafewkeymodernmachinelearningmodelstopickupthebestperformingone.

Afterfinishingthiscourse,you'llhaveasolidintroductiontoapplyMLmethodstofinancialdataforecasting.

WhatYouWillLearn

Gethands-onfinancialforecastingexperienceusingmachinelearningwithPython,Keras,Scikit-Learnandpandas
Useavarietyofdatapreparationmethodswithfinancialdata
Predictfuturevaluesbasedonsingleandmultiplevalues
ApplykeymodernMachineLearningmethodsforforecasting
Understandtheprocessbehindchoosingthebestperformingdatapreparationmethodandmodel
GraspMachineLearningforecastingonaspecificreal-worldfinancialdata