Technology Radar

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    SPECIALIZEAPPLYASSESSUTILIZEFeature Engineering PipelinesFeature Engineering PipelinesA/B Testing for ML ModelsA/B Testing for ML ModelsData ContractsData ContractsPrompt EngineeringPrompt EngineeringRAG ArchitectureRAG ArchitectureHybrid RAGHybrid RAGFine-Tuning LLMsFine-Tuning LLMsML Experiment TrackingML Experiment TrackingData MeshData MeshAgentic AI PatternsAgentic AI PatternsSynthetic Data GenerationSynthetic Data GenerationResponsible AI / Model CardsResponsible AI / Model CardsShadow Deployment for ModelsShadow Deployment for ModelsMLflowMLflowWeights & BiasesWeights & BiasesDVC (Data Version Control)DVC (Data Version Control)AirflowAirflowPrefectPrefectDagsterDagsterLangSmithLangSmithRAGASRAGASDeepEvalDeepEvalPromptfooPromptfooGreat ExpectationsGreat Expectationsdbt Coredbt Coredbt Clouddbt CloudSQLFluff (dbt templater)SQLFluff (dbt templater)dbt Semantic Layer / MetricFlowdbt Semantic Layer / MetricFlowdbt Meshdbt MeshKubeflowKubeflowBentoMLBentoMLLabel StudioLabel StudioLookerLookerPowerBIPowerBITableauTableauSnowflakeSnowflakeDatabricksDatabricksBigQueryBigQueryPostgreSQLPostgreSQLOracleOracleAWS S3AWS S3AWS GlueAWS GlueRedshiftRedshiftAzure SynapseAzure SynapseAzure ADFAzure ADFApache SparkApache SparkK8sK8sApache KafkaApache KafkaPineconePineconePinecone NexusPinecone NexusWeaviateWeaviatepgvectorpgvectorvLLMvLLMNVIDIA TritonNVIDIA TritonDelta LakeDelta LakeApache IcebergApache IcebergSageMakerSageMakerVertex AIVertex AIPyTorchPyTorchHugging Face TransformersHugging Face Transformersscikit-learnscikit-learnLangChainLangChainLangGraphLangGraphLlamaIndexLlamaIndexOpenAI APIOpenAI APIClaude APIClaude APILlama 3 / Open ModelsLlama 3 / Open ModelsMistral ModelsMistral ModelsStable Diffusion / Image GenStable Diffusion / Image GenXGBoost / LightGBMXGBoost / LightGBMONNX RuntimeONNX RuntimeManual Feature StoresManual Feature StoresNotebook-Driven DevelopmentNotebook-Driven DevelopmentManual Model ValidationManual Model ValidationLuigi PipelinesLuigi PipelinesCustom Training ScriptsCustom Training ScriptsManual Hyperparameter TuningManual Hyperparameter TuningHadoop / MapReduceHadoop / MapReduceOn-Prem GPU ClustersOn-Prem GPU ClustersTraditional Data WarehousesTraditional Data WarehousesTensorFlow 1.xTensorFlow 1.xKeras (standalone)Keras (standalone)Word2Vec / GloVeWord2Vec / GloVeTechniquesTools & MLOpsPlatforms & InfraModels & Frameworks

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