AI LabAI Lab

2019
12/
26

HACARUS Gives Lecture at Shiga University Graduate School of Data Science

OnDecember19,2019,TakashiSomeda,HACARUS’ChiefTechnicalOfficer,NaokiKitora,itsChiefDataScientistandRyujiMasui,DataScientistgavealectureatShigaUniversity,totheGraduateSchoolofDataScience,introducingrealworldexamplesofutilizingmachinelearningforimprovingvisualinspectionatmanufacturingsites.TheGraduateSchoolofDataScienceatShigaUniversity,whichopenedinAprilofthisyear,hasamixedstudentbody,consistingofprofessionals,inadditiontothosewhohaveadvanced…

2019
8/
30

Participating in Amazon’s Workshop: Introduction to Amazon EC2 F1 Instances

Heythere!I’mMaeda,oneofHacarus’sFPGAinterns.Justlikethetitlesays,IjoinedthecoursecalledAmazonEC2F1Instance. Inthisreport,I’llexplainwhatIlearnedpoint-by-point.So,what'sanF1Instance? TheF1InstanceisacomputeinstancewithFieldProgrammableGateArrays,abbreviatedasFPGA.TheF1instance(Formula1,includesXilinxVirtexUltraScale+VU9P)isanEC2(ElasticComputeCloud)equippedwithFPGA. InFPGA,userscanprogramthelogicfunctionsthat…

2019
3/
28

Machine Learning and Data Science Spring Camp 2019

Nicetomeetyou!I'mIppei.FromMarch,IbecameaDataScientistundertrainingofHacarus'scollaborativeDataScientisttrainingprogramwithDatamix.Icurrentlystudydaily,andasapartoftheirprogram,IrecentlyattendedtheirMachineLearning/DataLearningSpringCampatOsakaUniversity'sCenterforMathematicalModelingandDataScience.LetmetellyoualittlebitaboutwhatIlearnedbelow: AbouttheMachineLearning/DataLearningSpringCampMachineLearning/DataScientistSpringCamp(2019),…

2019
3/
03

Using Sparse Modeling in AI: A Human Centric, Explainable Approach

Thispostintroducesatechniquecalled"SparseModeling"thatcanproducegoodanalysisresults,eveniftheamountofdataissmall.Thearticlewaswrittenforengineerswhowanttostartonmachinelearningandforthosewhohavealreadyexperiencewithdeeplearning.Note:TheoriginalversionofthisarticlewaspublishedinJapaneseonCodezine.jp:機械学習プロジェクトにおける課題と、スパースモデリングに期待が高まる背景IntroductionThefieldofmachinelearningandparticularlydeeplearning,basedondataacquisitionandcollectionofinformationthroughthecloud…

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