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What is Vibe Coding? | IBM

WelcomeOverviewMachine learning typesMachine learning algorithmsStatistical machine learningLinear algebra for machine learningData visualization for machine learningUncertainty quantificationBias variance tradeoffBayesian StatisticsSingular value decompositionOverviewFeature selectionFeature extractionVector embeddingLatent spacePrincipal component analysisLinear discriminant analysisUpsamplingDownsamplingSynthetic dataData leakageOverviewLinear regressionLasso regressionRidge regressionState space modelTime seriesAutoregressive modelOverviewDecision treesK-nearest neighbors (KNNs)Naive bayesRandom forestSupport vector machineLogistic regressionOverviewBoostingBaggingGradient boostingGradient boosting classifierOverviewTransfer learningOverviewOverviewK means clusteringHierarchical clusteringA priori algorithmGaussian mixture modelAnomaly detectionOverviewCollaborative filteringContent based filteringOverviewReinforcement learning human feedbackDeep reinforcement learningOverviewOverviewBackpropagationEncoder-decoder modelRecurrent neural networksLong short-term memory (LSTM)Convolutional neural networksOverviewAttention mechanismGrouped query attentionPositional encodingAutoencoderMamba modelGraph neural networkOverviewGenerative modelGenerative AI vs. predictive AIOverviewReasoning modelsSmall language modelsInstruction tuningLLM parametersLLM temperatureLLM benchmarksLLM customizationLLM alignmentTutorial: Multilingual LLM agentDiffusion modelsVariational autoencoder (VAE)Generative adversarial networks (GANs)OverviewVision language modelsTutorial: Build an AI stylistTutorial: Multimodal AI queries using LlamaTutorial: Multimodal AI queries using PixtralTutorial: Automatic podcast transcription with GraniteTutorial: PPT AI image analysis answering systemOverviewGraphRAGTutorial: Build a multimodal RAG system with Docling and GraniteTutorial: Evaluate RAG pipline using RagasTutorial: RAG chunking strategiesTutorial: Graph RAG using knowledge graphsTutorial: Inference scaling to improve multimodal RAGOverviewVibe codingVisit the 2025 Guide to AI AgentsOverviewLLM trainingLoss functionTraining dataModel parametersOverviewGradient descentStochastic gradient descentHyperparameter tuningLearning rateOverviewParameter efficient fine tuning (PEFT)LoRATutorial: Fine tuning Granite model with LoRARegularizationFoundation modelsOverfittingUnderfittingFew shot learningZero shot learningKnowledge distillationMeta learningData augmentationCatastrophic forgettingOverviewScikit-learnXGboostPyTorchOverviewAI lifecyleAI inferenceModel deploymentMachine learning pipelineData labelingModel risk managementModel driftAutoMLModel selectionFederated learningDistributed machine learningAI stackOverviewNatural language understandingOverviewSentiment analysisTutorial: Spam text classifier with PyTorchMachine translationOverviewInformation retrievalInformation extractionTopic modelingLatent semantic analysisLatent Dirichlet AllocationNamed entity recognitionWord embeddingsBag of wordsIntelligent searchSpeech recognitionStemming and lemmatizationText summarizationConversational AIConversational analyticsNatural language generationOverviewImage classificationObject detectionInstance segmentationSemantic segmentationOptical character recognitionImage recognitionVisual inspectionShalini HarkarAndrej Karpathylarge language modelsChatGPTClaudeIBM Privacy StatementReplitGo to episodeReplitCursorMicrosoft GitHub Copilotgenerative AISpotifyApple PodcastsFind more episodesShalini HarkarUpcoming webinar - May 20, 2026 Upcoming webinar on AI‑native development Engineering teams are strained by legacy tools and tech debt. Discover how an AI‑native SDLC helps teams move faster while reducing risk. Join nowIBM Bob Meet Bob™, your AI development partner An AI powered tool that helps you code, debug and deliver high quality software without breaking your flow. Start building with BobReport Accelerate AI innovation through better development Discover how AI-native development is reshaping software engineering and how leading teams are using it to accelerate innovation and scale impact. Get the reportBlue Pearl case study From 30 Days to 3 See how Blue Pearl transformed a legacy codebase, eliminated security risks and accelerated modernization with Bob—cutting delivery time by nearly 90%. Read the articleCase Study Unraveling the past, rebuilding the future with Bob™ Discover how APIs IT generated complete documentation for decades old systems and modernized critical workloads—ten times faster with AI. Read the storyIBM TechXchange IBM AI community Join the community for Al architects and builders to learn, share ideas and connect with others. Find your communitySolutions Boost coding workflows with AI coding solutions Accelerate development, reduce repetitive work and modernize applications with AI-powered tools designed for enterprise-scale engineering teams. Explore AI codingArticle What is AI code-generation software? See how large language models are reshaping software engineering—from writing new code to modernizing legacy systems at scale. Learn how it worksExplore IBM BobExplore AI coding solutionsExplore AI consulting servicesDiscover IBM BobExplore AI coding solutionsThere’s a new kind of coding I call “vibe coding”, where you fully give in to the vibes, embrace exponentials, and forget that the code even existsA quarter of startups in YC’s current cohort have codebases that are almost entirely AI- based generatedAI coding assistant refuses to write code, tells user to learn programming insteadWill the future of software developement run on vibes?Now you don’t even need code to be a programmer. But you still need expertiseSilicon Valley’s next act: bringing ‘vibe coding ‘ to the world

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