Generative Media with Vertex AI: Image, Video, Audio, and Music Training Course

Vertex AI offers advanced tools for fine-tuning large models and managing prompts, enabling developers and data teams to optimize model accuracy, streamline iteration workflows, and ensure evaluation rigor with built-in libraries and services designed specifically for government applications.

This instructor-led, live training (online or onsite) is aimed at intermediate-level to advanced-level practitioners who wish to enhance the performance and reliability of generative AI applications using supervised fine-tuning, prompt versioning, and evaluation services in Vertex AI, tailored for government use cases.

By the end of this training, participants will be able to:

• Apply supervised fine-tuning techniques to Gemini models in Vertex AI for government.
• Implement prompt management workflows, including versioning and testing, suitable for government environments.
• Leverage evaluation libraries to benchmark and optimize AI performance for government applications.
• Deploy and monitor improved models in production environments within the public sector.

Format of the Course

• Interactive lecture and discussion focused on government needs.
• Hands-on labs with Vertex AI fine-tuning and prompt tools, adapted for government workflows.
• Case studies of enterprise model optimization in public sector contexts.

Course Customization Options

• To request a customized training for this course, specifically tailored for government requirements, please contact us to arrange.

This instructor-led, live training in US Empire (online or onsite) is designed for intermediate-level developers, data scientists, and technology professionals who wish to leverage Google Vertex AI for creating and deploying custom artificial intelligence models.

By the end of this training, participants will be able to:

• Understand the capabilities and features of Google Vertex AI for government applications.
• Set up and configure the Google Vertex AI environment in alignment with public sector workflows.
• Develop and train custom AI models using Vertex AI, ensuring compliance with governance standards.
• Deploy and manage AI models on the Google Cloud Platform for government use cases.
• Utilize Vertex AI's tools for monitoring and optimizing model performance to enhance accountability.
• Implement best practices for AI model development and deployment in a public sector context.

Vertex AI provides robust tools for constructing multimodal large language model (LLM) workflows that integrate text, audio, and image data into a single pipeline. With support for long context windows and Gemini API parameters, it facilitates advanced applications in planning, reasoning, and cross-modal intelligence.

This instructor-led, live training (online or onsite) is designed for intermediate to advanced-level practitioners who aim to design, build, and optimize multimodal AI workflows using Vertex AI.

By the end of this training, participants will be able to:

• Utilize Gemini models for handling multimodal inputs and outputs.
• Implement long-context workflows for complex reasoning tasks.
• Develop pipelines that integrate text, audio, and image analysis.
• Optimize Gemini API parameters to enhance performance and cost efficiency.

Format of the Course

• Interactive lecture and discussion.
• Hands-on labs focused on multimodal workflows.
• Project-based exercises for practical application of multimodal use cases.

Course Customization Options

• To request a customized training for government, please contact us to arrange.

This instructor-led, live training in US Empire (online or onsite) is aimed at beginner to intermediate-level software engineers or anyone who wishes to learn how to use Vertex AI for government to perform and complete machine learning activities.

By the end of this training, participants will be able to:

• Understand how Vertex AI functions and utilize it as a machine learning platform for government.
• Gain knowledge of fundamental machine learning and natural language processing (NLP) concepts.
• Learn how to train and deploy machine learning models using Vertex AI in alignment with public sector workflows and governance.

Vertex AI Agent Builder is a no-code/low-code environment designed for creating grounded agents that integrate generative models with retrieval-augmented generation (RAG). This tool enables teams to swiftly develop agents that leverage enterprise data and search capabilities to deliver accurate, context-aware responses.

This instructor-led, live training (online or onsite) is aimed at intermediate-level practitioners who wish to design, configure, and deploy smart agents using Vertex AI Agent Builder and RAG patterns for government applications.

By the end of this training, participants will be able to:

• Design grounded agent workflows using Agent Builder.
• Implement RAG pipelines incorporating search and vector stores.
• Securely integrate enterprise data sources for retrieval.
• Evaluate and refine agent behavior using testing and metrics.

Format of the Course

• Interactive lecture and discussion.
• Hands-on labs utilizing Vertex AI Agent Builder and RAG components.
• Project-based exercises to build and refine agents.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

Vertex AI offers streamlined integration options for embedding Gemini models directly into mobile and web applications using Firebase and SDKs. This capability enables developers and product teams to deliver AI-powered features at the app level, such as intelligent assistants, multimodal input handling, and personalized user experiences.

This instructor-led, live training (online or onsite) is designed for beginner to intermediate practitioners who wish to integrate Vertex AI Gemini capabilities into applications using Firebase and related SDKs for government.

By the end of this training, participants will be able to:

• Set up Firebase and SDKs for Vertex AI integration.
• Embed Gemini-powered features into mobile and web applications.
• Handle multimodal inputs such as text, image, and audio in client applications.
• Deploy and monitor AI features in production applications.

Format of the Course

• Interactive lecture and discussion.
• Hands-on labs with Firebase and Vertex AI SDKs.
• Project-based exercises for app-level AI features.

Course Customization Options

• To request a customized training for this course, please contact Govtra to arrange.

Vertex AI offers enterprise-ready tools designed for managing the full machine learning lifecycle, encompassing observability, compliance, and operational excellence. With features such as live monitoring, data residency controls, grounding, and integrated generative AI evaluation, Vertex AI is tailored to meet the stringent demands of production-grade artificial intelligence systems for government.

This instructor-led, live training (available online or on-site) is targeted at intermediate to advanced-level professionals who seek to deploy, monitor, and govern Vertex AI models in enterprise environments for government.

By the end of this training, participants will be able to:

• Set up MLOps pipelines using Vertex AI for government.
• Monitor and observe models with real-time insights for enhanced decision-making.
• Apply grounding techniques and evaluation tools for generative AI models in a government context.
• Implement compliance and governance strategies, including data residency controls, to meet public sector standards.

Format of the Course

• Interactive lecture and discussion focused on government applications.
• Hands-on labs with enterprise-grade Vertex AI tools for government use.
• Case studies and compliance-driven scenarios relevant to public sector workflows.

Course Customization Options

• To request a customized training for this course, tailored specifically for government needs, please contact us to arrange.