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When to use Machine Learning

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When to use Machine Learning
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Tips, Tricks and Warnings
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Artificial Intelligence, and machine learning in particular, is one of the hottest topics in tech/business. I will explain the core of machine learning, and the main goal of this talk will be to help you judge the success whenever someone yells "I know! let's solve this using machine learning!". I will also provide tips and tricks on how to increase the success of such projects. The second part of the talk will be about 2 open-source python projects I've created, as well as a project I'm working on regarding the trading of cryptocurrency... and their relation to machine learning. Specifically, the challenges and findings in making these cases work will be explored.
Machine learningPascal's triangleSoftwareCode division multiple accessMessage sequence chartStatisticsIntelProjective planeWhiteboardWell-formed formulaOpen sourceStatisticsTwitterOnline helpPerspective (visual)Observational studyNumberNatural languageMachine learningVirtual machineDifferent (Kate Ryan album)Machine codeProcess (computing)MereologyArtificial neural networkType theoryCycle (graph theory)Multiplication signInteractive televisionRoboticsNeuroinformatikComputerEndliche ModelltheorieCloningComputer animation
Data typeTotal S.A.IntelBefehlsprozessorElectronic data interchangeEndliche ModelltheorieFunctional (mathematics)PredictabilityHeat transferBounded variationTransformation (genetics)Fitness functionMachine learningVirtual machineParameter (computer programming)Dependent and independent variablesBitDifferent (Kate Ryan album)Correlation and dependenceZoom lensVariable (mathematics)Library (computing)
Port scannerBuildingVirtual machineMachine learningTerm (mathematics)Decision tree learningPredictionEmailLink (knot theory)FreewareLogicNonlinear systemConfiguration spaceDiagramGraph coloringLibrary (computing)Machine learningTransformation (genetics)Hand fanFingerprintRight angleLogicMereologyNetwork topologyEndliche ModelltheorieDecision theoryText editorNumberWeb browserCASE <Informatik>PreprocessorProcess (computing)Statement (computer science)Computer programmingMultiplication signDifferent (Kate Ryan album)Product (business)Installation artPredictabilityFunction (mathematics)Virtual machineComputer animationSource code
TouchscreenRight angleRevision controlFeasibility studyComputer animationSource code
Computer fileCartesian coordinate systemMultiplication signMathematicsNeuroinformatikPixel1 (number)outputEndliche ModelltheorieBitVirtual machineDifferent (Kate Ryan album)PlanningIntrusion detection systemLaptopRight angleLevel (video gaming)Perspective (visual)Source code
Loop (music)FeedbackMachine learningProcess (computing)MereologyConfiguration spaceLibrary (computing)Normal (geometry)Multiplication signRevision controlComputer animation
Network topologyDifferent (Kate Ryan album)Point (geometry)Module (mathematics)NeuroinformatikoutputSource codeComputer animation
Execution unitData modelMachine learningSlide ruleConnectivity (graph theory)Virtual machineEndliche ModelltheorieKey (cryptography)DivisorComputer animation
Rule of inferenceComputer-generated imageryMachine visionTask (computing)Heat transferKolmogorov complexityoutputCASE <Informatik>NeuroinformatikCoefficient of determinationSocial classDampingMachine visionPredictabilityLocal ringTask (computing)Presentation of a groupMedical imagingNumberMobile appProjective planeOnline help1 (number)Template (C++)Core dumpSet (mathematics)Endliche ModelltheorieDifferent (Kate Ryan album)MultiplicationRule of inferenceHeat transferMereologyMultiplication signGoodness of fitPixelBitObject-oriented programmingRight angleState observerSoftwarePoint (geometry)Complex (psychology)Weight
Complete metric spaceTorusMachine learningMathematical analysisComplex (psychology)Data modelEndliche ModelltheorieInstallation artRouter (computing)Multiplication signDifferenz <Mathematik>Virtual machineWordMoment (mathematics)Artificial neural networkSelectivity (electronic)Projective planeComputer simulationEndliche ModelltheorieGame controllerSoftware testingPoint (geometry)Medical imagingMachine learningSource codeMathematical analysisPreprocessorLine (geometry)MereologyEvent horizonForm (programming)Cycle (graph theory)Volume (thermodynamics)Wave packetComplete metric spaceElectric generator1 (number)Machine codeSet (mathematics)Modal logicDifferent (Kate Ryan album)Diagram
Bookmark (World Wide Web)Reading (process)Set (mathematics)Library (computing)
Normed vector spaceMaxima and minimaFatou-MengeTotal S.A.Right angleMachine codeCASE <Informatik>Multiplication signWave packetGoodness of fitSurvival analysisPredictabilityFitness function
Machine learningData modelEndliche ModelltheorieInstallation artComputing platformTime domainProcess (computing)Core dumpLoop (music)FeedbackComputer configurationRule of inferenceVirtual machineSoftware frameworkDomain nameProjective planeProper mapCore dumpPresentation of a groupEndliche ModelltheorieSoftware developerPredictabilityBitRule of inferenceOpen setMultiplication signCASE <Informatik>Goodness of fitTime seriesFiber bundleFunctional (mathematics)NeuroinformatikFeedbackMachine visionCycle (graph theory)Different (Kate Ryan album)Right angleMachine learningPreprocessorPhase transitionCross-validation (statistics)Product (business)outputPixelMedical imagingIterationSocial classCartesian coordinate systemIntegrated development environmentComputing platformBuildingComputer animation
Transcript: Englisch(auto-generated)