IT & Software → Google Cloud Platform → Vertex AI

Introduction to Vertex AI

Build a strong beginner foundation in Vertex AI with practical examples and real-world use cases.

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Getting started with Vertex AI

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Set up your first project and learn the essential workflow for Vertex AI.

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Prompt engineering for Vertex AI

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Learn prompt design patterns that improve reliability and quality for Vertex AI applications.

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Hands-on implementation with Vertex AI

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Apply Vertex AI in a practical implementation that mirrors real production scenarios.

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Debugging Vertex AI workflows

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Troubleshoot issues in Vertex AI implementation, prompting, and deployment flows.

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Performance optimization for Vertex AI

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Improve latency, throughput, and cost efficiency when working with Vertex AI.

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Security and governance for Vertex AI

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Understand responsible development practices, safety constraints, and governance for Vertex AI.

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RAG and retrieval patterns with Vertex AI

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Design retrieval pipelines and knowledge grounding techniques for Vertex AI.

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Agentic workflows with Vertex AI

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Explore agent design, tool use, orchestration, and memory for Vertex AI.

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Evaluation and testing for Vertex AI

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Evaluate quality, reliability, and hallucination risk in Vertex AI applications.

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Production deployment of Vertex AI

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Deploy Vertex AI driven solutions with reliability, monitoring, and scaling in mind.

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Real world use cases for Vertex AI

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Study practical implementations of Vertex AI in enterprise and startup environments.

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Best practices for Vertex AI

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Learn professional standards for building maintainable Vertex AI systems.

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Interview preparation for Vertex AI

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Prepare for technical interviews with practical questions around Vertex AI.

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Capstone project with Vertex AI

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Design and build a capstone solution using Vertex AI and modern delivery practices.

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Fine tuning and adaptation with Vertex AI

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Adapt Vertex AI workloads using customization and tuning strategies for specific contexts.

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Multimodal workflows with Vertex AI

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Explore vision, audio, and text workflows involving Vertex AI.

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AI automation patterns with Vertex AI

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Use Vertex AI to automate content, support, and product workflows at scale.

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Responsible AI with Vertex AI

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Create safer and more trustworthy Vertex AI solutions through responsible design.

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Scaling Vertex AI systems

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Learn how to move Vertex AI solutions from prototype to production at scale.

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Monitoring and observability for Vertex AI

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Track behavior, quality, and reliability for Vertex AI in production environments.

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Architecture decisions for Vertex AI

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Learn how to make durable architectural choices when building Vertex AI solutions.

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Frontend integration for Vertex AI

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Connect Vertex AI experiences with web and mobile frontends in a polished way.

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Backend integration for Vertex AI

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Wire Vertex AI capabilities into backend services and enterprise platforms.

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Advanced topics in Vertex AI

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Explore advanced research, engineering, and product topics in Vertex AI.

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