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Orchestrate ML Workflows with Vertex AI Pipelines

151 students enrolled
Discover how to orchestrate ML workflows on Google Cloud. Explore the business drivers for orchestration and the technical architecture of Vertex AI Pipelines. Learn to create MLOps pipelines using a flexible, hybrid approach: utilize the no-code Template Gallery or construct custom workflows with the Kubeflow Pipelines (KFP) SDK and Google's pre-built components. Finally, accelerate your workflows using the Data Science Agent—an AI-powered collaborator that automates pipeline code generation.
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATIONSelf-paced

What you'll learn

  • MLOps (Machine Learning Operations)
  • AI Orchestration
  • AI Workflows
  • Data Pipelines
  • Model Deployment
  • Agentic Workflows
  • Generative AI Agents
  • Google Cloud Platform
  • Forecasting
  • Model Training
  • Agentic systems
  • Prompt Engineering

Details

  • ProviderGoogle Cloud
  • TypeCourse
  • CategorySoftware & Programming
  • LanguageEnglish

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Ramazan Bölükbaşı
Çok yoğun programı olan öğrenciler için büyük bir fırsat. Bir şeylerin gelişmesi değişmesi için çabalamalıyız.
Melis Gülsar
Hızlı desteği ve üst düzey hizmeti ile Campus Online ve Sosyal Medya Sertifika Programı hizmeti sağlayan Adnan Menderes Üniversitesine sonsuz teşekkürlerimi sunuyorum.
Nazif Bayram

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