We're sorry but this page doesn't work properly without JavaScript enabled. Please enable it to continue.
Feedback

Here Come The Robots

00:00

Formal Metadata

Title
Here Come The Robots
Subtitle
Practical Machine Learning with Django
Alternative Title
Here Come The Robots - Django and Machine Learning
Title of Series
Number of Parts
32
Author
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
Publisher
Release Date
Language

Content Metadata

Subject Area
Genre
Abstract
A practical, hands-on guide to using machine learning in your Django projects, including a live demo of four applications. Machine Learning is probably the most important development in our industry (and possibly our civilisation!). Previously restricted to math geniuses with access to supercomputers and massive data centres, machine learning tools are increasingly available as web services which are easily consumed from more traditional web applications. Python has become the lingua franca of machine learning, so Django developers are well placed to take advantage of the next wave of application development. In this talk I’ll outline the various machine learning platforms and provide a set of practical examples that demonstrate how Django developers can start taking advantage of artificial intelligence in their own applications. These will include: Image recognition - using Microsoft Azure Vision to automatically caption and label the images your users upload Entity analysis - using the Google Cloud Natural Language API to tag news articles with people, locations and events Predictions - using Amazon Machine Learning to build a ‘you may also like’ feature Sentiment analysis - using IBM Watson to understand the tone of comments submitted to your site
CuboidLattice (order)Canadian Mathematical SocietyComputer animation
Process (computing)AreaWeightRobotArtificial neural networkVirtual machineHypermediaSet (mathematics)Machine learningInheritance (object-oriented programming)Natural languageTranslation (relic)SubsetComputer animation
SoftwareComputer hardwareVideo gameMachine learningRevision controlMathematicsQuicksortPoint (geometry)Limit (category theory)Form (programming)Electric generatorComputer hardwareVideo gameObservational studyDifferent (Kate Ryan album)Expert systemRobotMassSubsetSound effectMultiplication signNeuroinformatikComputer programCharacteristic polynomialVirtual machinePhysicalismRule of inferenceDecision theoryClassical physicsCASE <Informatik>Forcing (mathematics)SoftwareIncidence algebraMaxima and minimaWebsiteService (economics)Data miningBitPhase transitionArmComputer animation
MathematicsNeuroinformatikVirtual machineFundamental theorem of algebraMachine learningLibrary (computing)AuthorizationSound effect
Dependent and independent variablesEmailFile formatSet (mathematics)Software developerService (economics)Characteristic polynomialDifferent (Kate Ryan album)Shape (magazine)AuthenticationMachine visionLine (geometry)NeuroinformatikTask (computing)Level (video gaming)Content (media)HookingPattern recognitionPixelOrder (biology)Point (geometry)MathematicsAngleCASE <Informatik>Multiplication signTerm (mathematics)Pattern matchingExtreme programmingComputer animation
DemosceneComputer-generated imageryPattern recognitionService (economics)Demo (music)RobotNeuroinformatikComputer animation
Computer-generated imageryPattern recognitionGoodness of fitBitQuicksortDigital photographySign (mathematics)Classical physicsCoefficient of determinationComputer animationMeeting/Interview
Computer-generated imageryPattern recognitionDigital photographySign (mathematics)Video gameComputer clusterBitComputer animation
Computer-generated imageryPattern recognitionMotion captureSource codeHypermediaPredictionVideoconferencingMetropolitan area networkBitProcess (computing)Virtual machineType theoryDifferent (Kate Ryan album)Computer animation
PredictionComputer-generated imageryVideoconferencingWebcamSource codeMotion captureLocal GroupHypermediaGroup actionGoodness of fitMetropolitan area networkType theoryPoint cloudComputer animation
Data managementTheory of everythingPhysical systemCartesian coordinate systemPattern recognitionData managementDemo (music)Content management systemMachine codeComputer animation
Virtual machineSet (mathematics)Disk read-and-write headCoefficient of determinationComplete metric spaceGoodness of fitDirected graphMixed realityService (economics)Computer animationSource codeXMLProgram flowchart
Directed graphText editorDisk read-and-write headVirtual machineService (economics)Machine learningPattern recognitionQuicksortElectric generatorMultiplication signRight angleCASE <Informatik>Lecture/Conference
Physical systemElectric generatorWebsiteFundamental theorem of algebraMereologyComa BerenicesComputer programMultiplication signRobotMoment (mathematics)NeuroinformatikAuthorizationComputer-assisted translationMathematical analysisVideo gameComputer animationLecture/Conference
Revision controlDependent and independent variablesPasswordLine (geometry)Demo (music)AuthorizationMobile appService (economics)Moment (mathematics)Order (biology)Mathematical analysisCASE <Informatik>Computer animation
Local GroupComputer-generated imageryMotion captureHypermediaPredictionAxiom of choiceSocial softwareSign (mathematics)Menu (computing)PlastikkarteFeedbackAuthorizationSelf-organizationPlastikkarteComputer animation
FeedbackPlastikkarteSocial softwareSign (mathematics)PredictionMathematical analysisAxiom of choiceMenu (computing)Analytic setHypermediaBitPosition operatorComputer animation
PlastikkarteAsynchronous Transfer ModeAnalytic setPredictionMathematical analysisInheritance (object-oriented programming)Copenhagen interpretationFeedbackOrder of magnitudeOrder of magnitudeCartesian coordinate systemResultantMessage passingGoogolCASE <Informatik>Level (video gaming)Computer animation
Mathematical analysisArchaeological field surveyMessage passingFeedbackClient (computing)Moment (mathematics)Focus (optics)RobotComputer animationLecture/Conference
System callMoment (mathematics)Self-organizationMessage passingState of matterMultiplication signService (economics)Engineering drawingProgram flowchart
Regulärer Ausdruck <Textverarbeitung>Formal languageProper mapJSONComputer animation
Mathematical analysisCopenhagen interpretationInheritance (object-oriented programming)PlastikkarteAsynchronous Transfer ModeOrder of magnitudeComputer-generated imageryInferenceLocal ringComa BerenicesHypermediaLevel (video gaming)Software developerPredictionNatural languageGoogolService (economics)WebsiteExecution unitGenderMachine codeQuicksortSound effectMathematicsComputer animation
Cone penetration testLocal ringPlane (geometry)Plasma displayComa BerenicesLemma (mathematics)System callMachine codeLevel (video gaming)Mathematical analysisComputer-generated imageryPredictionSoftware frameworkRegulärer Ausdruck <Textverarbeitung>Multiplication signContext awarenessRule of inferenceGoogolLink (knot theory)Data managementDemosceneWeb 2.0Computer animation
Software testingNumerical digitComputer programmingInformationData streamStatisticsWeb pageBitLine (geometry)QuicksortConnected spaceNatural numberWave packetContent (media)Attribute grammarINTEGRALLevel (video gaming)TwitterComputer programWebsiteEndliche ModelltheorieText editorMachine learningData managementInformationVirtual machineBlogBuildingSoftware testingService (economics)PredictabilityState of matterComputer animation
Sample (statistics)FeedbackoutputSimultaneous localization and mappingData modelPredictionEmpennageRight angleEndliche ModelltheorieSoftware testingComputer-assisted translationConfidence intervalDrop (liquid)Computer animationXML
Multiplication signMachine learningNeuroinformatikClassical physicsRule of inferenceRevision controlComputer programPoint (geometry)CASE <Informatik>Fitness functionPattern languageRight angleComputer animation
Sign (mathematics)AutomationProcess (computing)GenderPhysical systemNumerical digitComputer chessVirtual machineMachine learningWave packetNeuroinformatikEndliche ModelltheoriePattern languagePhysical systemPoint (geometry)Web pageComputer animationSource code
StapeldateiEndliche ModelltheorieData modelPredictionGoogolSoftware testingAsynchronous Transfer ModeExecution unitMachine codeFreewareGame controllerMultiplication signGoogolArchaeological field surveyBus (computing)Virtual machinePoint (geometry)Context awarenessSlide ruleGroup actionComputer fileMultitier architectureMobile appComplex analysisNumberMereologyEndliche ModelltheorieComputer animationLecture/Conference
Table (information)Machine learningScale (map)Table (information)Electric generatorEndliche ModelltheorieGoogolSimilarity (geometry)Data modelEwe languageWater vaporComputer animationLecture/Conference
Numerical digitData modelInternetworkingVirtual machineFood energyIntegrated development environmentProduct (business)Physical systemGroup actionElectric generatorEndliche ModelltheorieInternetworkingIntegrated development environmentNeuroinformatikHoaxComputer animation
Virtual machineEndliche ModelltheorieMachine learningNeuroinformatikGoogolCombinational logicService (economics)Machine visionComputer iconPixelTwitterComputer animation
Point cloudBuildingVirtual machineService (economics)BuildingComputer animation
Transcript: English(auto-generated)