Scientist meets web dev: how Python became the language of data
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Part Number | 168 | |
Number of Parts | 169 | |
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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 | 10.5446/21144 (DOI) | |
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Sign (mathematics)TrailSlide ruleTouchscreenGroup actionArmCore dumpLecture/ConferenceMeeting/Interview
00:45
World Wide Web ConsortiumFormal languageReflection (mathematics)Self-organizationRight angleReflection (mathematics)WebsiteBitEvent horizonSign (mathematics)Web-DesignerComputer animationLecture/Conference
01:34
QuantumPhysicsLink (knot theory)CognitionComputerSoftwareVirtual machineTask (computing)3 (number)Quantum mechanicsComputational sciencePoint (geometry)CognitionLink (knot theory)Medical imagingCondition numberVirtual machineSoftwareMachine learningOpen setPredictabilityOpen sourceRow (database)Visualization (computer graphics)Lecture/ConferenceComputer animation
02:21
Library (computing)Formal languagePerturbation theoryLibrary (computing)Cycle (graph theory)Virtual machineSolid geometryFormal languageBitLecture/ConferenceMeeting/InterviewComputer animation
03:03
World Wide Web ConsortiumComputer programmingDatabaseArray data structureNumberDataflowDifferent (Kate Ryan album)Web-DesignerCuboidSoftware developerInstance (computer science)String (computer science)AreaNumerical analysisArray data structureObject-oriented programmingDatabaseTerm (mathematics)Goodness of fitDataflowGame controllerLecture/ConferenceComputer animation
03:54
WebsiteQuicksortOpen setStack (abstract data type)Total S.A.WindowInterior (topology)3 (number)Execution unitBitBit rateRight angleWebsiteSelf-organizationWeb 2.0AbstractionLecture/Conference
04:36
OvalQuicksortWebsiteStack (abstract data type)Open setWordPoint cloudScalable Coherent InterfaceBroadcast programmingElectronic mailing listUniform resource locatorWeb pageNetwork topologyWeb crawlerMereologyMathematical analysisBitWebsiteScheduling (computing)Electronic mailing listWordLibrary (computing)Information retrievalAbstractionWeb pageNetwork topologyObject modelMatching (graph theory)Lecture/Conference
05:32
WebsiteQuicksortTerm (mathematics)CAN busCodeUniform resource locatorBroadcast programmingElectronic mailing listWeb pageModule (mathematics)Network topologyWeb crawlerWordFrequencyVector spaceTerm (mathematics)Right angleTable (information)Multiplication signDescriptive statisticsCountingLecture/ConferenceMeeting/Interview
06:16
Vector spaceTerm (mathematics)QuicksortWebsiteComputer-aided designWeb crawlerBroadcast programmingElectronic mailing listUniform resource locatorWeb pageNetwork topologyRegular expressionMatrix (mathematics)Term (mathematics)DatabaseFrequencyBitInverse elementNumerical analysisVector spaceTime zoneMatrix (mathematics)Sparse matrixOperator (mathematics)Lecture/ConferenceComputer animation
07:14
WebsiteQuicksortMatrizenzerlegungConstraint (mathematics)Term (mathematics)CAN busLocal area networkOperator (mathematics)Nichtlineares GleichungssystemPartial derivativeText miningWordPartial differential equationMatrix (mathematics)Term (mathematics)Structural loadDivisorLecture/Conference
08:03
Term (mathematics)WebsiteQuicksortMatrizenzerlegungConstraint (mathematics)OpticsEmailCompilerFormal languageCodeCompilerGame theoryComputer programmingObject (grammar)Mathematical analysisData modelVisualization (computer graphics)LaptopTrailVirtual machineAlgorithmSoftware testingComputer scienceAlgorithmTerm (mathematics)Matrix (mathematics)DivisorConstraint (mathematics)Text miningSign (mathematics)Helmholtz decompositionPoint cloudWordWebsiteSoftware testingFunction (mathematics)Goodness of fitRepresentation (politics)Self-organizationMachine learningFormal languageSynchronizationInternet der DingeDifferent (Kate Ryan album)Video gameOrder (biology)Lecture/ConferenceComputer animation
09:35
Software development kitError messageCodeWeb 2.0WebsiteLink (knot theory)Different (Kate Ryan album)Compilation albumCompilerIntegrated development environmentOpen sourceImplementationDivisorMatrix (mathematics)Library (computing)Lattice (order)Lecture/Conference
10:19
CodeAlgebraCore dumpLibrary (computing)Operator (mathematics)Different (Kate Ryan album)DivisorCodeLibrary (computing)Set (mathematics)Conservation lawArithmetic progressionLecture/ConferenceComputer animation
11:09
Interface (computing)Text miningVector spaceLinear algebraGoodness of fitMassFormal languageSemantics (computer science)WebsiteText miningInstance (computer science)BitLecture/ConferenceComputer animation
11:55
KontrollflussView (database)CodeDatabaseUniform resource nameFrequencyTerm (mathematics)Inverse elementLoop (music)ProgrammschleifeElement (mathematics)NumberScalable Coherent InterfaceNumerical analysisTerm (mathematics)Inverse elementOperator (mathematics)Covariance matrixArray data structureAlgorithmMatrix (mathematics)Product (business)Reading (process)Instance (computer science)FrequencySign (mathematics)Right angle2 (number)Point (geometry)Multiplication signDivisorElectronic mailing listLecture/ConferenceMeeting/InterviewComputer animationProgram flowchart
12:47
FrequencyInverse elementTerm (mathematics)ProgrammschleifeLoop (music)NumberElement (mathematics)Shape (magazine)Structured programmingPointer (computer programming)Array data structureRead-only memoryAddress spaceData typeSpeichermodellNumerical analysisDivisorCodeComputational scienceArray data structureElectronic mailing listMultiplication signSpeicheradresseEndliche ModelltheorieData typeMatrix (mathematics)Semiconductor memoryPointer (computer programming)Shape (magazine)Library (computing)Bit rateFormal languagePoint (geometry)RAIDNumerical analysisWave packetMetric systemLecture/ConferenceProgram flowchart
14:12
Operations researchVector spaceTypprüfungDirected setRead-only memorySequenceElectronic mailing listElement (mathematics)NumberInteractive televisionBitSemiconductor memoryFormal languageEndliche ModelltheorieMultiplication signWater vaporCopula (linguistics)Operator (mathematics)Pointer (computer programming)Direction (geometry)SequenceCodeType theoryRegular expressionTouch typingCache (computing)Computational scienceLecture/ConferenceProgram flowchart
15:11
Operations researchVector spaceTypprüfungRead-only memorySequenceDirected setElectronic mailing listIRIS-TElement (mathematics)NumberBefehlsprozessorCache (computing)BefehlsprozessorLibrary (computing)ImplementationKernel (computing)Operator (mathematics)Vector spaceInstance (computer science)MathematicsSimulationCache (computing)Element (mathematics)Type theoryRight angleMultiplication signComputational scienceDivisorSemiconductor memoryCalculationMereologySystem callProxy serverLecture/Conference
16:15
Regular expressionBefehlsprozessorElement (mathematics)NumberCache (computing)Cache (computing)Computational scienceMultiplication signOperator (mathematics)Computer simulationValidity (statistics)Rational numberArray data structureEndliche ModelltheorieLecture/Conference
17:06
BefehlsprozessorCache (computing)ProgrammschleifeLoop (music)Resource allocationOperations researchElement (mathematics)NumberCompilation albumRegular expressionString (computer science)Curve fittingTerm (mathematics)Operator (mathematics)Resource allocationArray data structureGraph (mathematics)Numerical analysisElement (mathematics)ProgrammschleifeString (computer science)Regular expressionMaxima and minimaExpert systemCluster analysisCompilation albumInstance (computer science)Lecture/ConferenceComputer animation
18:17
BefehlsprozessorRegular expressionString (computer science)Compilation albumCache (computing)Curve fittingNumberElement (mathematics)CodeQuery languageSimilarity (geometry)Performance appraisalCompilerBytecodeNumerical analysisLine (geometry)Just-in-Time-CompilerBit rateRegular expressionEndliche ModelltheorieLecture/ConferenceComputer animation
19:04
BefehlsprozessorString (computer science)Regular expressionCodeCompilation albumCache (computing)Curve fittingQuery languageSimilarity (geometry)Element (mathematics)NumberComputational scienceSequelQuery languageTheoryOverhead (computing)Lie groupArray data structureRange (statistics)Operator (mathematics)Mathematical optimizationComputer-assisted translationRight angleMereologyLecture/ConferenceComputer animationDiagram
19:50
KontrollflussDataflowGame controllerInstance (computer science)Arithmetic meanGenderRegular expressionSoftware testingQuantum stateBoolean algebraLecture/ConferenceComputer animation
20:34
KontrollflussDatabaseArray data structureQuery languageRead-only memoryType theoryArithmetic meanGenderLibrary (computing)Array data structureMereologyParallel portSelectivity (electronic)Numerical analysisMessage passingQuery languageIn-Memory-DatenbankLecture/Conference
21:16
DatabaseNormed vector spaceScalabilityRight angleCompilation albumWeb-DesignerCodeGodDirection (geometry)DatabaseJava appletWeb serviceNetwork topologyErlang distributionCoroutineBitLecture/ConferencePanel painting
22:04
Array data structureCache (computing)DatabaseSubject indexingCompilation albumQuery languageRight angleObject-relational mappingQuicksortDatabaseCompilation albumBitGroup actionComputational scienceQuery languageArray data structureSubject indexingCache (computing)Network topologyFormal languageInstance (computer science)Ring (mathematics)Combinational logicAutocovarianceWordLecture/ConferenceJSON
23:04
Subject indexingQuery languageCache (computing)Array data structureCompilation albumDatabaseMultiplication signDomain-specific languageWeb-DesignerTheory of relativitySequelElectric generatorQuery languageCompilation albumSoftware developerMathematical optimizationGroup actionLecture/ConferenceJSON
24:10
Data modelSubject indexingJava appletDatabaseInfinityForm (programming)Data storage deviceJava appletDatabaseComputer simulationSpacetimeComputational sciencePointer (computer programming)Regular expressionArray data structureLecture/ConferenceComputer animationMeeting/Interview
25:04
Machine learningData miningOperations researchStatisticsMultivariate AnalyseStructural loadSinguläres IntegralCache (computing)Array data structureFitness functionParallel portOperator (mathematics)Computational scienceScaling (geometry)Pattern languageInstance (computer science)InformationStatisticsReading (process)Machine learningInteractive televisionVirtual machineComputerTerm (mathematics)Graph (mathematics)Core dumpLecture/ConferenceComputer animation
26:01
StatisticsMultivariate AnalysePrinciple of localityAlgorithmData miningMachine learningOperations researchStructural loadSinguläres IntegralSocial class3 (number)AlgorithmData qualityOnline-AlgorithmusString (computer science)Software developerOperator (mathematics)Streaming mediaNumerical analysisSet (mathematics)StochasticGradient descentProgram flowchartLecture/Conference
26:44
Term (mathematics)Structural loadMathematicsCodeCodeMathematicsRegular expressionTerm (mathematics)AlgorithmDivisorMatrix (mathematics)Right angleCovering spaceFactorizationNetwork socketLecture/Conference
27:31
Structural loadMathematicsCodeAerodynamicsScheduling (computing)Mathematical analysisRegular expressionTensorLibrary (computing)DataflowParallel portCompilerFluid staticsWide area networkPersonal digital assistantMultiplication signCodeStructural loadMathematicsGraph (mathematics)Numerical analysisRight angleComputational scienceDataflowOnline-AlgorithmusParallel portBitPhysical lawLecture/ConferenceProgram flowchart
28:16
Scheduling (computing)AerodynamicsRegular expressionMathematical analysisTensorLibrary (computing)DataflowParallel portCompilerFluid staticsFunctional (mathematics)Component-based software engineeringGraph (mathematics)Computational scienceSet (mathematics)Scheduling (computing)Instance (computer science)Compilation albumSystem callFluid staticsCompilerLibrary (computing)Mathematical optimizationOperator (mathematics)Mathematical analysisRegular expressionNoise (electronics)DemosceneMixed realityException handlingLecture/ConferenceProgram flowchart
29:10
DataflowSoftware frameworkAlgorithmInversion (music)Control flowNumerical analysisFormal languageComputer programmingSynchronizationMeta elementReflexive spaceLibrary (computing)Operator (mathematics)Graph (mathematics)Different (Kate Ryan album)Graph (mathematics)Computational scienceSoftware developerForm (programming)Parallel portComputer programMetreFormal languageLecture/ConferenceProgram flowchart
29:52
DataflowAlgorithmControl flowInversion (music)Software frameworkNumerical analysisFormal languageComputer programmingReflexive spaceSynchronizationMeta elementMathematical analysisRun time (program lifecycle phase)CodeAlgorithmGame controllerCodeInversion (music)BitWordSoftware frameworkInformation overloadMathematical analysisRun time (program lifecycle phase)Numerical analysisTerm (mathematics)Computational scienceLecture/Conference
30:55
Run time (program lifecycle phase)Mathematical analysisCodeDistribution (mathematics)Data modelData structureHash functionNumerical analysisTerm (mathematics)CodeComputational scienceParallel computingParallel portMathematical analysisPhysical systemObject (grammar)Different (Kate Ryan album)Reflexive spaceResultantSerial portLecture/Conference
32:01
Data modelDistribution (mathematics)CodeData structureHash functionMathematical analysisRun time (program lifecycle phase)Library (computing)Core dumpHash functionInstance (computer science)Data structureWeightMathematicsStandard deviationPressureVarianceLimit (category theory)Intrusion detection systemLambda calculusParallel computingPoint cloudLecture/Conference
32:53
Dedekind cutParallel portCore dumpPhysical systemService-oriented architectureProcess (computing)Programming paradigmArray data structureAlgorithmSoftware development kitData managementPointer (computer programming)Library (computing)Distribution (mathematics)Point (geometry)CodeComputational scienceData exchangeProcess (computing)Parallel portMultiplicationWritingLibrary (computing)AlgorithmParallel computingCore dumpParadoxProgrammschleifePrimitive (album)Lecture/ConferenceComputer animation
34:13
Function (mathematics)Database transactionSoftwareRead-only memorySpeicherbereinigungJava appletIntegrated development environmentDistributed computingWeb-DesignerExtension (kinesiology)Physical systemPoint (geometry)Java appletDatabase transactionInstance (computer science)SpeicherbereinigungSemiconductor memorySoftwareCountingNumerical analysisLecture/ConferenceJSON
35:26
Function (mathematics)Pointer (computer programming)Type theoryArray data structureSystem callRight angleLibrary (computing)Formal languageCompilation albumBitWebsiteDampingType theoryInheritance (object-oriented programming)Keyboard shortcutLecture/ConferenceComputer animation
36:29
Function (mathematics)Pointer (computer programming)Array data structureType theorySystem callAdaptive behaviorFormal languageLibrary (computing)CodePointer (computer programming)Numerical analysisInstance (computer science)Extension (kinesiology)AbstractionWebsiteWritingMathematicsWellenwiderstand <Strömungsmechanik>Vector spaceSoftware developerCore dumpLecture/ConferenceComputer animation
37:25
Machine learningSoftware testingWave packetEncapsulation (object-oriented programming)Power (physics)Web-DesignerSheaf (mathematics)Object (grammar)Virtual machinePattern recognitionLecture/ConferenceComputer animationJSON
38:10
Machine learningSoftware testingWave packetEncapsulation (object-oriented programming)Power (physics)Matrix (mathematics)Black boxSummierbarkeitEncapsulation (object-oriented programming)Cycle (graph theory)Class diagramObject-oriented programmingEndliche ModelltheorieSocial classObject (grammar)Lecture/ConferenceJSON
38:56
Machine learningSoftware testingWave packetStructural loadEncapsulation (object-oriented programming)Power (physics)Buffer overflowInformationComplex (psychology)UnicodeStructural loadSoftware developerLevel (video gaming)System call1 (number)Machine learningInformationAlgorithmCycle (graph theory)Instance (computer science)Lecture/ConferenceComputer animation
40:10
Machine learningInformationComplex (psychology)UnicodeStudent's t-test1 (number)Instance (computer science)MathematicsArithmetic meanLecture/ConferenceComputer animation
40:59
Formal languageWorld Wide Web ConsortiumConstructor (object-oriented programming)Level (video gaming)OvaloutputFunction (mathematics)Open sourceMachine learningSoftware testingWave packetEncapsulation (object-oriented programming)Power (physics)Right angleWeb-DesignerDeadlockInteractive televisionArray data structurePoint (geometry)Formal languageWordNetwork topologyDemosceneLecture/ConferenceComputer animation
41:53
Chemical equationWorld Wide Web ConsortiumFormal languageReflexive spaceCompilation albumLevel (video gaming)Constructor (object-oriented programming)Pauli exclusion principleComputer programmingMeta elementLevel (video gaming)Dynamical systemReflexive spaceComputer programPoint (geometry)MetreCompilation albumData structureWeb-DesignerPauli exclusion principleQuery languageSequelWordLecture/Conference
42:34
Formal languageWorld Wide Web ConsortiumReflexive spaceCompilation albumKnowledge engineeringConstructor (object-oriented programming)Level (video gaming)Run time (program lifecycle phase)Data structureCodeLokalisationstheorieIntegrated development environmentHacker (term)Concurrency (computer science)MathematicsDatabasePauli exclusion principleProcess (computing)Right angleCASE <Informatik>Knowledge engineeringLecture/Conference
43:29
World Wide Web ConsortiumFormal languageReflexive spaceCompilation albumKnowledge engineeringLevel (video gaming)Constructor (object-oriented programming)Different (Kate Ryan album)TheoryStatement (computer science)Bit rateGoodness of fitLecture/Conference
44:31
CodeLibrary (computing)Cartesian coordinate systemMathematicsMarginal distributionBoss CorporationBitType theoryTheoryDatabase transactionEndliche ModelltheorieSemiconductor memoryMereologyAngleMultiplication signFamilyFormal languageMathematical analysisRoboticsSoftwareAlgorithmLecture/Conference
46:34
Division (mathematics)Different (Kate Ryan album)QuicksortLecture/Conference
47:39
Division (mathematics)Staff (military)Formal languageRight angleMoment (mathematics)Lecture/Conference
48:40
Formal languageNumerical analysisWorkstation <Musikinstrument>WordTerm (mathematics)Library (computing)Line (geometry)Basis <Mathematik>Multiplication signVirtual machineSoftwareData analysisEmailWave packetBitTypinferenzCodeMathematicsType theoryLecture/Conference
50:32
FamilyLibrary (computing)Medical imagingGroup actionWebsiteQuicksortCybersexTheory of relativityNamespaceGoodness of fitSoftware development kitLecture/Conference
51:34
Latent heatQuicksortCASE <Informatik>Library (computing)DatabaseSpectrum (functional analysis)MereologyAreaLecture/Conference
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Statement (computer science)Medical imagingPoint (geometry)System callLecture/Conference
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Transcript: English(auto-generated)