Machine Learning for dummies with Python - TIB AV-Portal

Machine Learning for dummies with Python

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153

Losada, Javier Arias

Formal Metadata

Title

Machine Learning for dummies with Python

Title of Series

EuroPython 2016

Part Number

3

Number of Parts

169

Author

Losada, Javier Arias

License

CC Attribution - NonCommercial - ShareAlike 3.0 Unported:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal and non-commercial purpose as long as the work is attributed to the author in the manner specified by the author or licensor and the work or content is shared also in adapted form only under the conditions of this

Identifiers

10.5446/21161 (DOI)

Publisher

Release Date

Language

Content Metadata

Subject Area

Computer Science

Genre

Conference/Talk

Abstract

Javier Arias Losada - Machine Learning for dummies with Python Machine Learning is the next big thing. If you are a dummy in terms of Machine Learning, but want to get started with it... there are options. Still, thanks to the Web, Python and OpenSource libraries, we can overcome this situation and do some interesting stuff with Machine Learning. ----- Have you heard that Machine Learning is the next big thing? Are you a dummy in terms of Machine Learning, and think that is a topic for mathematicians with black-magic skills? If your response to both questions is 'Yes', we are in the same position. Still, thanks to the Web, Python and OpenSource libraries, we can overcome this situation and do some interesting stuff with Machine Learning.

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Multiplication signMereologyVirtual machineArithmetic meanVideo gameSoftware developerOffice suiteDigital photographySpring (hydrology)Film editingGoodness of fitLecture/Conference

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Ext functorVideo gameRoutingMultiplication signFirmwareRevision controlInheritance (object-oriented programming)Generic programmingView (database)Uniformer RaumOffice suiteComputer animation

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DistanceMusical ensembleCasting (performing arts)Lecture/Conference

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Video gameMachine learningPresentation of a groupVirtual machineCategory of beingPresentation of a groupMusical ensembleBitDigital photographyFlickrComputer architectureMachine learningArea

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Presentation of a groupMachine learningArithmetic meanVirtual machineObservational studyExpert systemElement (mathematics)Lecture/ConferenceComputer animation

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Sample (statistics)Presentation of a groupMachine learningVirtual machineVirtual machineOpen setLibrary (computing)Video gameOpen sourceSource codeTheorySampling (statistics)Machine codeLecture/ConferenceJSON

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Machine learningMachine learningDependent and independent variablesPattern recognitionAlgorithmGoodness of fitSummierbarkeitMedical imagingVirtual machineComputer animation

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Game theorySimilarity (geometry)Medical imagingAlgorithmComputer chessGame theoryNumberMultiplication signSoftware testingAtomic numberDeep Blue (chess computer)Universe (mathematics)Software developerLecture/ConferenceComputer animation

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Inclusion mapComplex (psychology)Spring (hydrology)AlgorithmGoogolLecture/Conference

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Game theoryAlpha (investment)GoogolVirtual machineMathematical singularityPredictabilityMoment (mathematics)Multiplication signRhombusBitObservational studyComputer animation

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Row (database)Machine learningContent (media)E-learningOpen setMassMachine learningVideoconferencingPattern recognitionInternet forumInternet service providerVirtual machineArithmetic meanInteractive televisionLine (geometry)Scalar field1 (number)MathematicsUniverse (mathematics)Lecture/Conference

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Reading (process)Electronic mailing listMultiplication signMachine learningVirtual machineLecture/Conference

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Computer programmingClassical physicsNatural numberoutputPredictabilityMachine learningComputer animation

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Computer programmingComplex numberMedical imagingComplex (psychology)Pattern recognitionInsertion lossImage resolutionCASE <Informatik>Revision controlRule of inferenceScaling (geometry)Lecture/ConferenceComputer animation

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Machine learningComputerAlgorithmWave packetComputerNeuroinformatikVirtual machineMultiplication signLevel (video gaming)MathematicsPoint (geometry)View (database)Execution unitPrice indexSpacetimeLecture/ConferenceComputer animation

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Sample (statistics)AlgorithmView (database)Point (geometry)Level (video gaming)Virtual machineOptical character recognitionAlgorithmOrder (biology)MeasurementCorrespondence (mathematics)10 (number)Machine learningMedical imagingLecture/ConferenceComputer animation

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AlgorithmWave packetPredictionNetwork topologyDecision theoryVector spaceInheritance (object-oriented programming)Wave packetMultiplication signMedical imagingWater vaporCombinational logicEvent horizonProjective planeAlgorithmTheoryModemProcess (computing)MereologyMultilaterationVirtual machineFitness functionConfiguration spaceLecture/ConferenceComputer animation

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Open sourceDifferent (Kate Ryan album)AlgorithmProcess (computing)PredictionWave packetData modelClefMaizeMetropolitan area networkProgrammer (hardware)State of matterDataflowTensorGraph (mathematics)MathematicsVertex (graph theory)Operator (mathematics)Array data structureArtificial neural networkDifferent (Kate Ryan album)Video gameEndliche ModelltheorieFormal languageWordPredictabilityDataflowAlgorithmOperator (mathematics)Sinc functionRevision controlSet (mathematics)Functional (mathematics)Maxima and minimaWeightVector potentialImplementationFunction (mathematics)MultiplicationArtificial neural networkFitness functionLocal ringOpen sourceLinear regressionLogistic distributionResultantWave packetMetric systemSemantics (computer science)AdditionConfiguration spaceMeasurementSelectivity (electronic)Software testingRandomizationMoment (mathematics)State of matterWater vaporMedical imagingScalar fieldRight angleMatching (graph theory)Level (video gaming)Speech synthesisCycle (graph theory)Event horizonPattern recognitionClassical physicsDemosceneSystem callMereologyLibrary (computing)Coordinate systemMachine codeLine (geometry)Multiplication signVirtual machineMatrix (mathematics)Pattern languageGoodness of fitProduct (business)Graph (mathematics)Machine learningHydraulic jumpAuthorizationImperative programmingOcean currentHeegaard splittingOptical character recognitionImage processingComputer animation

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Virtual machineFreewareGoodness of fitOpen sourceComputer animation

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DemonCategory of beingLoop (music)Core dumpNatural languagePrototypeMultiplication signDifferent (Kate Ryan album)Physical systemDependent and independent variablesLevel (video gaming)Endliche ModelltheorieComputer hardwareCASE <Informatik>Library (computing)Process (computing)SoftwareFunctional (mathematics)Virtual machineArtificial neural networkAlgorithmComputer graphics (computer science)Multiple Regression4 (number)FrequencyRevision controlFormal languageActive contour modelRight angleMoment (mathematics)Vector spaceSampling (statistics)Graph coloringMereologyType theoryComputer animationMeeting/Interview

Transcript: English(auto-generated)