نقشه راه MLOps Roadmap

Step by step guide to learn MLOps in 2025

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Cloud ComputingGitLinkedIn ProfileKeep learningData Lineage & Feature StoresGitHubProgramming FundamentalsCI/CDData Ingestion ArchitectureData PipelinesShout out to Maria Vechtomova whohelped make this roadmap.OrchestrationExperiment Tracking & Model RegistryKafkaMLOpsMLOps PrinciplesCloud-native ML ServicesVersion ControlMLOps ComponentsRELATED ROADMAPS› AI & Data Scientist› DevOps Roadmap› Backend Roadmap› Python Roadmap› Go RoadmapBashFlinkVersion Control SystemsAirflowMonitoring & Observabilitykaar2.irInfrastructure as CodeDevOps RoadmapContainerizationAWS / Azure / GCPSparkMachine Learning FundamentalsGoPythonData Engineering FundamentalsData Lakes & WarehousesDockerKubernetesFind the detailed version of this roadmapalong with other similar roadmapsModel Training & Serving