教程-Machine Learning The Art of Digging Data
MP4|Video:h264,1280x720|Audio:AAC,44.1KHz,2Ch
Genre:eLearning|Language:English+.VTT|Duration:6.5hours| 
AreyouInterestedinthefieldofMachineLearning?Thenthiscourseisforyou!

Whatyou'lllearn

Hands-onexperienceofMachineLearningusingPython.
BasicknowledgeofPythoncodingneededforML.
KnowledgeofMachineLearningparadigmsandalgorithms.
KnowledgeofMLmodelcreation.
MasteryinDataVisualization.
KnowledgeonusingNLPintextclassificationproblems.
Knowledgeofperformancemetricstoincreasemodel.
Knowledgeofproblem-solvingbasedondataanalysis.

Requirements

Nopriorknowledgenecessary.
AnacondaPythondistributionforcoding.

Description

AreyoureadytostartyourpathtobecomingaDataScientist!

AreyouInterestedinthefieldofMachineLearning?

Thenthiscourseisforyou!

ThiscoursehasbeendesignedbytwomasterdegreestudentswhoarespecializedinDataScienceandMachineLearningandhaving2yearsofexperienceinITindustrysothatwecanshareourknowledgeandexperiencetohelpyoulearncomplextheory,algorithmsandcodinglibrariesinalayman'sway.

Thiscoursehasbeendesigninsuchawaythatanyonewhohasbasicknowledgeofmathcanunderstandtheconceptsandimplementthem.Wewilldoallthecodingfromscratch,sothatapersonwithzeroknowledgeofprogramminglanguagewillalsobeabletomasteryinthisfield.

Itisstructuredthefollowingway:

CourseIntroduction

PythonToolsforMachineLearning

PythonforMachineLearning

MachineLearning

JourneytoSkLearn

DataPreprecessingandVisualization

RegressionModel,TuningandValidation

ClassificationModel,TuningandValidation

IntroductiontoNLP

Thecoursewillnotonlygiveyougripovertheconceptsbutitalsocontainssomeveryinterestingandreal-lifecodingexcercisewhichgivesgreatflavourtothecourse.

ThisCoursewillalsobehelpfulforthosewhoarehavingmachinelearningintheircourse.

Whatknowledge&toolsarerequired?

Nopriorknowledgenecessary.

AnacondaPythondistributionforcoding

Whoshouldtakethiscourse?

AnybeginnersinterestedtogainknowledgeinMachineLearning

Whatwillstudentsachieveorbeabletodoaftertakingyourcourse?

Hands-onexperienceofMachineLearningusingPython.

BasicknowledgeofPythoncodingneededforML.

KnowledgeofMachineLearningparadigmsandalgorithms.

KnowledgeofMLmodelcreation.

MasteryinDataVisualization.

KnowledgeonusingNLPintextclassificationproblems.

Knowledgeofperformancemetricstoincreasemodel.

Knowledgeofproblem-solvingbasedondataanalysis.

Whothiscourseisfor:

AnybeginnersinterestedtogainknowledgeinMachineLearning