Probabilistic Programming in Python
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Part Number | 51 | |
Number of Parts | 119 | |
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License | CC Attribution 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 purpose as long as the work is attributed to the author in the manner specified by the author or licensor. | |
Identifiers | 10.5446/20040 (DOI) | |
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Production Place | Berlin |
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00:00
Computer programmingMathematical modelComputing platformAlgorithmWorld Wide Web ConsortiumWeb browserDecision theoryComputer programmingBookmark (World Wide Web)Mathematical modelBayes-EntscheidungstheorieMultiplication signWave packetWeb browserStrategy gameComputing platformDecision theoryRight angleInsertion lossProbability theoryAlgorithmStatisticsIntegrated development environmentComputer animationLecture/Conference
01:42
BitStatisticsWell-formed formulaProbability theoryLevel (video gaming)Lecture/Conference
02:20
Source codeVirtual machinePredictionComputer programmingInferenceCuboidOpen setMathematical modelSoftware testingSingle-precision floating-point formatWebsiteGroup actionRevision controlMeasurementBit rateData conversionMathematical modelInferenceContrast (vision)Mathematical modelPredictabilityCuboidBit rateTerm (mathematics)Nichtlineares GleichungssystemWebsiteComputer programmingVirtual machineData conversionSpeech synthesisMeasurementInference engineWave packetRight angleBlack boxType theoryGroup actionVariety (linguistics)CASE <Informatik>Machine learningQuicksortAlgorithmSoftware testingComputer animation
04:51
Software testingWebsiteGroup actionRevision controlData conversionBit rateMeasurementLetterpress printingBootingSample (statistics)ArmArithmetic meanMaxima and minimaEstimationAlgorithmFiber bundleResultantMaximum likelihoodBinary codeDisk read-and-write head1 (number)Proof theoryEvent horizonType theoryRight angleProcess (computing)Point (geometry)Mathematical modelCausalityParameter (computer programming)StatisticsMathematicianRevision controlReal numberMathematicsLecture/ConferenceComputer animation
06:59
Letterpress printingBeat (acoustics)Random numberSample (statistics)InfinityCASE <Informatik>Arithmetic meanDegree (graph theory)EstimatorBasis <Mathematik>Right anglePattern languageSequenceEvent horizonNumberSeries (mathematics)AlgorithmConfidence intervalLecture/ConferenceComputer animation
08:29
Software testingUniform resource nameStatisticsLetterpress printingVariable (mathematics)StatisticsStatistical hypothesis testingBranch (computer science)Different (Kate Ryan album)Procedural programmingBinary codeMultiplication signSoftware testingCASE <Informatik>State of matterAreaRight anglePoint (geometry)MereologyEvent horizonCentralizer and normalizerProcess (computing)DatabaseLecture/ConferenceComputer animation
11:03
DatabaseStatisticsStatistical hypothesis testingCore dumpSet (mathematics)Well-formed formulaGoodness of fitBayesian networkLecture/Conference
11:39
StatisticsVariable (mathematics)Well-formed formulaCore dumpThomas BayesPosterior probabilityMetropolitan area networkHypothesisRight anglePoint (geometry)Distribution (mathematics)BitWell-formed formulaCondition numberLaptopMeasurementMedical imagingVideo gameBeat (acoustics)AlgorithmMathematical modelSingle-precision floating-point formatPosterior probabilityClosed setEstimatorComputer programmingGroup actionCASE <Informatik>Confidence intervalState of matterMathematical modelSystem programmingParameter (computer programming)WebsiteLine (geometry)Probability distributionRandom variableDecision theoryClique-widthDisk read-and-write headGUI widgetPlotterThetafunktionComputer animationDiagram
17:07
CuboidPersonal digital assistantThomas BayesComputer programmingSample (statistics)Markov chainMathematical modelAlgorithmBitPosterior probabilityINTEGRALLogic programmingInfinityMultiplication signMathematical modelChainComputer programmingCASE <Informatik>Sampling (statistics)Phase transitionConstraint (mathematics)Centralizer and normalizerQuicksortMarkov chain Monte CarloSocial classWell-formed formulaAlgorithmComputer animation
18:21
Posterior probabilityMathematical modelAlgorithmAlpha (investment)Computer programmingSoftware frameworkDistribution (mathematics)Mathematical modelRight anglePosterior probabilityClosed setMarkov chain Monte CarloForm (programming)CASE <Informatik>Point (geometry)Multiplication signSocial classMathematical modelKeyboard shortcutGraph (mathematics)GradientSampling (statistics)Software frameworkAlgorithmDistribution (mathematics)Complex (psychology)CuboidComputer programmingInformationHistogramCodeSoftware bugCompilation albumRewritingConstructor (object-oriented programming)Stress (mechanics)Lecture/ConferenceComputer animation
20:42
CodeCompilerComputer programmingStandard deviationArithmetic progressionFormal languageAuthorizationSoftware frameworkMereologyMathematical modelMultiplication signLecture/Conference
21:36
Mathematical modelAlgorithmDistribution (mathematics)Alpha (investment)Computer programmingSoftware frameworkBit error rateBernoulli numberInferenceCausalityInversion (music)Thomas BayesStatisticsSpecial unitary groupMathematical modelUltraviolet photoelectron spectroscopyPerturbation theoryMereologyThetafunktionLandau theoryAlgebraSynchronizationAmsterdam Ordnance DatumUniform resource nameBeta functionComputer multitaskingInflection pointSicPersonal area networkManufacturing execution systemState of matterQuantum stateSummierbarkeitDensity of statesModal logicPoint (geometry)Inheritance (object-oriented programming)Mathematical singularityRadio-frequency identificationFermat's Last TheoremCellular automatonComputer-assisted translationSoftware testingHypothesisLetterpress printingHierarchyLocal GroupComputer programmingMultiplication signMathematical modelBitMereologyDependent and independent variablesAlpha (investment)Term (mathematics)Goodness of fitAlgorithmRandom variablePosterior probabilityRight angleDistribution (mathematics)Mathematical modelPoint (geometry)Fitness functionElectric generatorConfidence interval1 (number)Level (video gaming)2 (number)Structured programmingNumberFunctional programmingStatistical hypothesis testingBeta functionData structureCodeProbability distributionMathematical analysisSampling (statistics)Maxima and minimaShape (magazine)Bit ratePlotterCausalityStatisticsData conversionWell-formed formulaSimilarity (geometry)CASE <Informatik>Object-oriented programmingData dictionaryArithmetic meanProgram slicingContext awarenessMarkov chain Monte CarloAverageHistogramInfinityCombinational logicLink (knot theory)EstimatorGroup actionLibrary (computing)Beta distributionThetafunktionLine (geometry)Parameter (computer programming)RandomizationLipschitz-StetigkeitComputer animation
30:47
Parameter (computer programming)Right angleMathematical modelCategory of beingSimilarity (geometry)Integrated development environmentAlgorithmDifferent (Kate Ryan album)Figurate numberExterior algebraComputer animationLecture/Conference
31:33
Parameter (computer programming)Mathematical modelHierarchyPersonal area networkLetterpress printingCAN busSupremumBeta functionQuadrilateralHexagonShape (magazine)RobotArithmetic meanAlpha (investment)Point (geometry)ThetafunktionCausalityVariable (mathematics)Landau theoryScale (map)Vector spaceMenu (computing)Trigonometric functionsInferenceUniform resource nameSpecial unitary groupGamma functionSynchronizationMobile appMathematical modelGroup actionEstimatorTerm (mathematics)MassInformationSpecial unitary groupType theorySoftware testingProcess (computing)Mathematical modelObject-oriented programmingSubject indexingArithmetic meanGradientBinary codeRight angleSampling (statistics)Distribution (mathematics)Scaling (geometry)Variable (mathematics)Multiplication signRandom variableStructured programmingHierarchyAlpha (investment)Parameter (computer programming)Array data structureLatent heatTransformation (genetics)VarianceBeta functionRow (database)Beta distributionCategory of beingTask (computing)GammaverteilungShape (magazine)ExpressionVector spaceGraph (mathematics)Well-formed formulaFormal languageAxiom of choicePlotterComplex (psychology)Bit rateAlgorithmState of matterPoint (geometry)Loop (music)Thetafunktion2 (number)Auditory maskingHookingMathematicsProbability distributionComputer animation
37:47
Open setComa BerenicesPlot (narrative)InferenceAlgorithmMathematical modelEstimationComplex (psychology)Computer programmingComputer programmingConfidence intervalParameter (computer programming)Group actionBlack boxArithmetic meanScaling (geometry)AverageSign (mathematics)EstimatorGoodness of fitMathematical modelInferenceCondition numberRight angleComputer animation
38:38
Sampling (statistics)Element (mathematics)Black boxCuboidReading (process)AlgorithmInferenceTerm (mathematics)Fiber bundleBlogLecture/Conference
39:53
Reading (process)Bayesian networkAlpha (investment)LaptopAlgorithmTwitterProgrammer (hardware)Hacker (term)Data analysisStatisticsComputer programmingVariable (mathematics)Chemical equationBound stateComputer animation
40:43
Addressing modeMultiplication signProjective planeSampling (statistics)CodeSocial classWebsiteParalleler AlgorithmusCodierung <Programmierung>StatisticsTemplate (C++)Heat transferAlpha (investment)Pairwise comparisonParameter (computer programming)Disk read-and-write headAreaExtension (kinesiology)Functional programmingFitness functionLikelihood-ratio testInstance (computer science)SubsetVariable (mathematics)Parallel computingStreaming mediaMathematical modelComplete graphVirtual machineLikelihood functionVector potentialInheritance (object-oriented programming)EmailGraph (mathematics)NeuroinformatikUltraviolet photoelectron spectroscopyElectronic mailing listCache (computing)Drum memoryLecture/Conference
Transcript: English(auto-generated)