Vertex AI in the Enterprise: MLOps, Monitoring & Compliance Training Course

Vertex AI offers sophisticated capabilities for refining large-scale models and managing prompts. These tools enable technical teams to enhance model accuracy, optimize iterative workflows, and maintain rigorous evaluation standards for government operations through integrated libraries and services.

This instructor-led training program, available online or in person, is designed for intermediate to advanced practitioners seeking to improve the performance and reliability of generative AI applications for government use. The curriculum focuses on supervised refinement, prompt versioning, and evaluation services within the Vertex AI environment.

Upon completion of this training, participants will be equipped to:

• Apply supervised refinement methodologies to Gemini models within Vertex AI.
• Establish prompt management workflows that include versioning and testing protocols.
• Utilize evaluation frameworks to benchmark and optimize AI performance for government needs.
• Deploy and monitor enhanced models within production environments.

Instructional Format

• Interactive lectures and professional discussions.
• Practical exercises utilizing Vertex AI refinement and prompt tools.
• Analysis of enterprise model optimization case studies.

Customization for Government Requirements

• Customized training solutions for government are available upon request to address specific operational needs.

This instructor-led, live training conducted in US (online or on-site) is intended for intermediate-level developers, data scientists, and technical professionals seeking to leverage Google Vertex AI for the creation and deployment of custom AI models for government applications.

Upon completion of this training, participants will possess the following competencies:

• Demonstrate understanding of the capabilities and features of Google Vertex AI.

This instructor-led, live training, conducted in US (either online or onsite), is tailored for developers, cloud engineers, and technical product teams ranging from beginner to advanced proficiency. The objective is to enable these professionals to utilize Google Cloud generative AI tools to build and evaluate practical AI applications for government and enterprise sectors.

By the conclusion of this training, participants will be able to: understand the scope of Google Cloud generative AI services, construct effective prompts and workflows, develop simple applications using Vertex AI, and implement responsible AI practices in compliance with institutional standards.

Vertex AI delivers a comprehensive platform for generative media, integrating models such as Veo for video synthesis, Imagen for image generation, Chirp for voice processing, and Lyria for music creation. These tools facilitate operational workflows for creative production, strategic communications, and institutional applications.

This guided, live instruction (available online or on-site) targets intermediate to advanced professionals seeking to leverage generative artificial intelligence for multimedia content production and distribution through Vertex AI.

Upon completion of this program, participants will be equipped to:

• Produce images, videos, audio, and music utilizing the Vertex AI model suite.
• Incorporate generative media into strategic communications and product delivery pipelines.
• Refine prompts and adjust outputs to ensure quality standards and brand consistency.
• Implement production-grade generative media solutions within institutional frameworks.

Instructional Methodology

• Interactive lectures and facilitated discussions.
• Practical exercises involving Vertex AI generative media models.
• Analysis of real-world applications and structured project labs.

Customization Availability

• Interested parties may request tailored instruction for this course by contacting the administrative office.

This instructor-led, live training in US (delivered online or onsite) targets beginner, intermediate, and advanced developers and technical practitioners seeking to utilize Google Cloud to build AI agents for government that can automate tasks, leverage tools, and process business data.

Upon completion of this training, participants will be proficient in: explaining AI agent concepts, building agents with Vertex AI, connecting agents to external tools and data, and deploying agents for government business use cases.

Vertex AI offers robust infrastructure for developing multimodal Large Language Model workflows that consolidate text, audio, and image data into unified processing streams. Through support for extensive context windows and specialized Gemini API parameters, it facilitates advanced capabilities in strategic planning, logical reasoning, and cross-modal intelligence.

This live, instructor-led training (available online or in person) is designed for intermediate to advanced practitioners seeking to design, construct, and refine multimodal AI workflows within Vertex AI.

Upon completion of this training, participants will be equipped to:

• Utilize Gemini models for processing diverse multimodal inputs and generating outputs.
• Deploy long-context workflows to support complex reasoning tasks.
• Construct pipelines that synthesize text, audio, and image analysis.
• Optimize Gemini API parameters to enhance operational efficiency and cost management.

Instructional Format

• Engaging lectures and facilitated discussions.
• Practical labs focused on multimodal workflow execution.
• Scenario-based exercises targeting applied multimodal use cases.

Customization Opportunities

• For tailored training programs aligned with this curriculum, please contact the appropriate division to coordinate scheduling.

Vertex AI serves as a Google Cloud environment for executing machine learning tasks, encompassing experimentation, deployment, and the ongoing management and monitoring of models. It provides scalable infrastructure with robust user management capabilities and security controls suitable for machine learning projects for government agencies.

This instructor-led, live training (online or onsite) is designed for software engineers or professionals with beginner to intermediate proficiency who seek to utilize Vertex AI for executing and completing machine learning activities.

Upon completion of this training, participants will be able to:

• Comprehend the functionality of Vertex AI and apply it as a machine learning platform.
• Acquire knowledge of machine learning and Natural Language Processing (NLP) concepts.
• Execute the training and deployment of machine learning models using Vertex AI.

Instructional Format

• Interactive lectures and facilitated discussions.
• Extensive exercises and practical application tasks.
• Hands-on implementation within a live-lab environment.

Customization Options

• To request a customized training program tailored for government requirements, please contact the provider to arrange specific configurations.

Vertex AI Agent Builder provides a no-code/low-code framework for developing grounded agents that integrate generative models with retrieval-augmented generation (RAG). This capability enables the rapid construction of agents that leverage enterprise data and search functionalities to deliver precise, context-aware responses for government applications.

This instructor-led, live training course, available online or on-site, is designed for intermediate-level practitioners seeking to design, configure, and deploy intelligent agents utilizing Vertex AI Agent Builder and RAG patterns.

Upon completion of this training, participants will be equipped to:

• Design grounded agent workflows utilizing Agent Builder.
• Implement RAG pipelines incorporating search and vector stores.
• Securely integrate enterprise data sources for retrieval purposes.
• Evaluate and refine agent behavior through testing and metric analysis.

Course Structure

• Interactive instruction and collaborative discussion.
• Hands-on laboratories employing Vertex AI Agent Builder and RAG components.
• Project-based exercises focused on building and refining agents.

Customization Opportunities for Government

• To request a customized training curriculum for this course, please contact us to coordinate arrangements.

Vertex AI offers efficient integration methods for incorporating Gemini models directly into mobile and web applications through Firebase and associated software development kits. This facilitates development and product teams in delivering application-level AI capabilities, such as intelligent assistance, multimodal input processing, and tailored user experiences, suitable for government operational contexts.

This instructor-led, live training module (available online or in person) targets practitioners ranging from beginner to intermediate levels who aim to embed Vertex AI Gemini capabilities into applications utilizing Firebase and related tools.

Upon completion of this training, participants will possess the ability to:

• Establish Firebase and software development kits for Vertex AI integration.
• Implement Gemini-driven features within mobile and web applications.
• Manage multimodal inputs, including text, images, and audio, within client applications.
• Deploy and oversee AI features in production-grade applications.

Course Structure

• Interactive instruction and professional discourse.
• Practical exercises utilizing Firebase and Vertex AI software development kits.
• Project-based assignments focused on application-level AI features.

Customization Options for the Course

• To request a tailored training program for this course, please reach out to coordinate arrangements.