The Machine Learning Workshop
Machinelearningalgorithmsareanintegralpartofalmostallmodernapplications.Tomakethelearningprocessfasterandmoreaccurate,youneedatoolflexibleandpowerfulenoughtohelpyoubuildmachinelearningalgorithmsquicklyandeasily.WithTheMachineLearningWorkshop,you'llmasterthescikit-learnlibraryandbecomeproficientindevelopingclevermachinelearningalgorithms.TheMachineLearningWorkshopbeginsbydemonstratinghowunsupervisedandsupervisedlearningalgorithmsworkbyanalyzingareal-worlddatasetofwholesalecustomers.Onceyou'vegottogripswiththebasics,you’lldevelopanartificialneuralnetworkusingscikit-learnandthenimproveitsperformancebyfine-tuninghyperparameters.Towardstheendoftheworkshop,you'llstudythedatasetofabank'smarketingactivitiesandbuildmachinelearningmodelsthatcanlistclientswhoarelikelytosubscribetoatermdeposit.You'llalsolearnhowtocomparethesemodelsandselecttheoptimalone.BytheendofTheMachineLearningWorkshop,you'llnotonlyhavelearnedthedifferencebetweensupervisedandunsupervisedmodelsandtheirapplicationsintherealworld,butyou'llalsohavedevelopedtheskillsrequiredtogetstartedwithprogrammingyourveryownmachinelearningalgorithms.
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