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A Gentle Introduction to Data Science

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 Garcia, Marc

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A Gentle Introduction to Data Science
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A Gentle Introduction to Data Science [EuroPython 2017 - Talk - 2017-07-12 - Anfiteatro 1] [Rimini, Italy] This introductory talk, will cover the basics of datascience. From the incluence of artificial intelligence, and the quest to replicate a human mind, to a practical demo on how to build a hello world machine learning in Python. The talk will try to answer questions such as: What do we understand by data science? What do we know about the human mind, that can be an inspiration for our programs? Which problems can we solve with data science? What tools are available to do data science in Python
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IntelInteractive televisionMobile appInversion (music)Form (programming)Lecture/ConferenceXML
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Theory of relativityCartesian coordinate systemAreaWell-formed formulaBitMereologyWebsiteMultiplication signBeat (acoustics)JSONXMLLecture/Conference
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Visual systemField (computer science)Shape (magazine)Square numberSoftwareProduct (business)MereologyPattern recognitionProjective planeFrequencyVisualization (computer graphics)Category of beingNeuroinformatikFocus (optics)Symmetric matrixContext awareness1 (number)MicroprocessorVideo gameInformationScaling (geometry)Multiplication signCellular automatonEvent horizonCircleOrder (biology)NumberMedical imagingPixelComputer-assisted translationCountingTouchscreenProgrammer (hardware)Level (video gaming)Interactive televisionSlide ruleBitArtificial neural networkBenchmarkSet (mathematics)Sphere
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RotationDifferent (Kate Ryan album)Computer-assisted translationDiagonalLine (geometry)TriangleCircleEndliche ModelltheorieRow (database)State of matterLecture/Conference
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Self-organizationCellular automatonProcess (computing)Channel capacityRead-only memoryTheoryData structureFunction (mathematics)CalculusLogicMathematicsBulletin board systemWeightSystem programmingComputer networkTrigonometryPattern recognitionMachine visionInferenceMathematical optimizationBoltzmann constantInformationDynamical systemVolumeMaß <Mathematik>WeightNeuroinformatikBitInformationTheorySoftwareBoltzmann constantConnected spaceCodeNP-hardMultiplication signPoint (geometry)Standard deviationLinear regressionDistribution (mathematics)Film editingCategory of beingOptimization problemCASE <Informatik>Endliche ModelltheorieMedical imagingSampling (statistics)Arithmetic meanComplex (psychology)PixelNumberArtificial neural networkBasis <Mathematik>Dimensional analysisAverageVirtual machineLine (geometry)Flow separationLinearizationSingle-precision floating-point formatInheritance (object-oriented programming)Semiconductor memoryFunction (mathematics)Covering spaceMathematical optimizationDerivation (linguistics)ResultantoutputCross-correlationSlide ruleAssociative propertyRankingGraph coloringDisk read-and-write headIterationContent (media)WordBit rate1 (number)PlastikkarteInternetworkingApproximationVotingSign (mathematics)MereologyAuthorizationWeb pagePattern languagePattern recognitionParameter (computer programming)Direction (geometry)Sigmoid functionDigital divideElectric generatorRight angleDifferent (Kate Ryan album)Phase transitionSpacetimeImpulse responseXML
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Data structureComputer networkPoint (geometry)SoftwareMedical imagingPattern language
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Data structureComputer networkError messagePredictionFunction (mathematics)Insertion lossGradient descentGradientStochasticBuildingUnsupervised learningScale (map)Representation (politics)AlgorithmSet (mathematics)Transformation (genetics)YouTubeFilm editingEndliche ModelltheorieFrame problemError messageFunctional (mathematics)SoftwarePattern languagePoint (geometry)Direction (geometry)Hill differential equationDerivation (linguistics)QuicksortBefehlsprozessorRecursionPlastikkarteMedical imagingDifferent (Kate Ryan album)Computer-assisted translationPredictabilityGoodness of fitLine (geometry)Sigma-algebraProfil (magazine)Linear regressionMultiplication signPattern recognitionInformationProcess (computing)Representation (politics)Term (mathematics)1 (number)Artificial neural networkCartesian coordinate systemBlock (periodic table)Physical systemDependent and independent variablesWebsiteGodSupervised learningMaxima and minimaSigmoid functionField (computer science)NumberData structureWave packetBounded variationGroup actionElectric generatorSpherical capNormal (geometry)TriangleLevel (video gaming)Bit rateArmFlow separationShape (magazine)Projective planeSpeech synthesis
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MetreDecision theorySquare numberSimilarity (geometry)Linear regressionLecture/Conference
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Linear regressionRoboticsSystem programmingEmailWordMereologyMetreLinear regressionRoboticsVideoconferencingComputer animation
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AerodynamicsMaxima and minimaRoboticsRoboticsState of matterDifferent (Kate Ryan album)
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Cartesian coordinate systemPoint (geometry)Game controllerOrder (biology)Wave packetRoboticsArtificial neural networkLecture/Conference
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System programmingMathematical analysisComputer networkElectronic meeting systemPattern recognitionComputer-generated imageryVirtual memoryCASE <Informatik>Connected spaceMedical imagingSoftwareTouch typingPhysical systemPattern languageGroup actionDifferent (Kate Ryan album)DistanceEndliche ModelltheorieRepresentation (politics)Point (geometry)Pattern recognitionAssociative propertyProjective planeProduct (business)Bayesian networkDatabase transactionFlow separationWeb applicationLevel (video gaming)State of matterDefault (computer science)QuicksortElectronic signatureMultiplication signUsabilityKeyboard shortcutPlotterReliefData conversionBijectionWebsiteElectronic mailing listSampling (statistics)Radical (chemistry)1 (number)Game theoryControl flowSingle-precision floating-point format
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Medical imagingServer (computing)Pattern languageMultiplication signWeightLecture/Conference
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Multiplication signConnected spaceInformationLevel (video gaming)Wave packetProcess (computing)NumberFormal language1 (number)Key (cryptography)Lecture/Conference
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Communications protocolRight angleFormal languageVirtual machinePrologTerm (mathematics)WebsiteComputer programmingQuicksortFamilyDemosceneWave packetInteractive televisionDataflowCASE <Informatik>Programmer (hardware)Standard deviationMultiplication signCodeLecture/Conference
Transcript: English(auto-generated)