Ternary Data - Technology Cheatsheet
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Data Technology Cheetsheet
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CategoryAWSGoogle CloudAzureOpen Source
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Ingest
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Streaming pipelineKinesisPub/SubService BusKafka, Storm, Flink
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Message queueSQS, SNSPub/SubService BusRabbit MQ
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Process
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Batch ProcessingGlue, EMR, Step FunctionsDataFlow, DataprocHD InsightSpark, Beam
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Stream ProcessingKinesisDataFlow, DataprocStream AnalyticsKafka, Storm, Spark Streaming
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ContainersECS, EKSKubernetes EngineAKS, ACSKubernetes
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OrchestrationGlue, Data Pipeline, CloudwatchCloud ComposerAirflow, Luigi
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Serverless functionsLambdaCloud FunctionsFunctionsOpenWhisk, OpenFAAS, Knative
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Storage
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Object StorageS3Cloud StorageAzure Blob StorageHDFS, Swift, Ceph
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RDBMSRDS, AuroraCloud SQL, SpannerSQL DatabasePostgres, MySQL
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NoSQLDynamoBigTable, DatastoreTable, CosmosHBase, Cassandra, Mongo
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Analyze/Automate
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Data WarehouseRedshiftBigQuerySQL Data WarehouseHive
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Data VisualizationQuicksightData StudioPowerBIMetabase, etc
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Ad Hoc QueriesAthenaBigQuerySQL Data Warehouse, Data Lake AnalyticsPresto
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Managed MLSagemakerCloud ML Engine, AutoMLAzure Machine LearningN/A
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Pre-trained image recognitionRekognitionVision APIComputer VisionN/A
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Pre-trained translationTranslateTranslation APITranslator, TranslationN/A
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Pre-trained speech-to-textTranscribe, LexSpeec To Text, DialogflowSpeech To TextN/A
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Pre-trained natural language processing
ComprehendNatural LanguageLanguageN/A
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TensorflowYYYY
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PyTorchYYYY
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KerasYYYY
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SklearnYYYY
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