LearninggraphExperienceAILessonsThisresourceislicensedbytheRaspberryPiFoundationunderaCreativeCommonsAttribution-NonCommercial-NoDerivatives4.0InternationalPublicLicense(CCBY-NC-ND4.0).Formoreinformationonthislicence,seecreativecommons.org/licenses/by-nc-nd/4.0.ConceptSkillKey:Links:DirectprerequisiteScaffolding,notdirectprerequisiteDescribethedifferencebetween‘data-driven’and‘rule-based’approachestoapplicationdevelopmentNameexamplesofAIapplicationsOutlinesomebenefitsandissuesofusingAIapplicationsDefineML’srelationshiptoAINamethethreecommonapproachestoMLDescribehowclassificationcanbesolvedusingsupervisedlearningExplaintheneedforbothtrainingandtestdataExplainhowbiascaninfluencethepredictionsgeneratedbyanMLmodelDescribehowdecisiontreesareusedtobuildaclassificationMLmodelDescribehowtrainingdatachangesanMLmodelExplainwhyMLisusedtocreatedecisiontreesDescribethestagesoftheAIprojectlifecycleUseanMLtooltoimportdataandtrainamodelProduceamodelcardtoexplainanMLmodelRecognisetherangeofopportunitiesthatexistinAI-relatedcareersEvaluateanMLmodelbytestingandreviewingtheaccuracyofanMLmodelDescribethedifferencebetween‘data-driven’and‘rule-based’approachestoapplicationdevelopmentNameexamplesofAIapplicationsOutlinesomebenefitsandissuesofusingAIapplicationsDefineML’srelationshiptoAINamethethreecommonapproachestoMLDescribehowclassificationcanbesolvedusingsupervisedlearningExplaintheneedforbothtrainingandtestdataExplainhowbiascaninfluencethepredictionsgeneratedbyanMLmodelDescribehowdecisiontreesareusedtobuildaclassificationMLmodelDescribehowtrainingdatachangesanMLmodelExplainwhyMLisusedtocreatedecisiontreesDescribethestagesoftheAIprojectlifecycleUseanMLtooltoimportdataandtrainamodelProduceamodelcardtoexplainanMLmodelRecognisetherangeofopportunitiesthatexistinAI-relatedcareersEvaluateanMLmodelbytestingandreviewingtheaccuracyofanMLmodelSEAMEframeworklevelsConceptsandskillsBloom’sTaxonomyDescribethedifferencebetween‘data-driven’and‘rule-based’approachestoapplicationdevelopmentNameexamplesofAIapplicationsOutlinesomebenefitsandissuesofusingAIapplicationsDefineML’srelationshiptoAINamethethreecommonapproachestoMLDescribehowclassificationcanbesolvedusingsupervisedlearningExplaintheneedforbothtrainingandtestdataExplainhowbiascaninfluencethepredictionsgeneratedbyanMLmodelDescribehowdecisiontreesareusedtobuildaclassificationMLmodelDescribehowtrainingdatachangesanMLmodelExplainwhyMLisusedtocreatedecisiontreesDescribethestagesoftheAIprojectlifecycleUseanMLtooltoimportdataandtrainamodelProduceamodelcardtoexplainanMLmodelRecognisetherangeofopportunitiesthatexistinAI-relatedcareersEvaluateanMLmodelbytestingandreviewingtheaccuracyofanMLmodelDescribetheimpactofdataontheaccuracyofanMLmodelDescribetheimpactofdataontheaccuracyofanMLmodelDescribetheimpactofdataontheaccuracyofanMLmodel
Turn on screen reader support
Banner hidden 
To enable screen reader support, press Ctrl+Alt+Z To learn about keyboard shortcuts, press Ctrl+slash