Google AI Training in Minneapolis

Nano Banana is a lightweight large language model framework designed for efficient, low-cost, real-world use across devices and enterprise environments.

This instructor-led, live training (online or onsite) is aimed at beginner-level professionals who wish to understand how lightweight LLMs can be deployed for practical, on-device, and cost-efficient applications in government settings.

At the conclusion of this course, participants will be able to:

• Explain the core concepts behind lightweight LLMs and Nano Banana.
• Identify appropriate use cases for on-device and low-cost AI deployment in public sector workflows.
• Evaluate Nano Banana’s capabilities for business and IT scenarios within government organizations.
• Make informed decisions about integration pathways in their government agency.

Format of the Course

• Instructor explanations supported by interactive dialogue.
• Practical exercises to reinforce key concepts for government use.
• Hands-on exploration of lightweight LLM capabilities in a public sector context.

Course Customization Options

• For tailored versions of this training, please contact Govtra to customize the program for government needs.

Nano Banana is a lightweight AI framework designed for efficient on-device model execution on Android.

This instructor-led, live training (online or onsite) is aimed at beginner-level to intermediate-level Android developers who wish to integrate optimized AI capabilities directly into mobile applications for government use.

Upon completing this training, participants will be able to:

• Integrate the Nano Banana SDK into Android Studio projects for enhanced functionality in public sector applications.
• Implement real-time AI inference using Nano Banana APIs to support efficient decision-making processes.
• Optimize model performance for constrained mobile environments, ensuring reliability and responsiveness.
• Apply best practices for secure, privacy-preserving on-device AI to meet stringent government standards.

Format of the Course

• Guided presentations and collaborative discussions to facilitate knowledge sharing among participants.
• Practical coding exercises to reinforce core concepts and ensure hands-on learning.
• Hands-on implementation using real-world Android examples relevant to public sector workflows.

Course Customization Options

• For tailored versions of this course, please reach out to arrange a customized program that aligns with specific government requirements.

Nano Banana is an on-device AI framework designed to run models locally while maintaining strict privacy and regulatory compliance for government.

This instructor-led, live training (online or onsite) is aimed at beginner-level to intermediate-level professionals who wish to implement privacy-preserving AI features on mobile devices using Nano Banana in regulated or sensitive environments.

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

• Build mobile applications that process data privately on-device.
• Integrate Nano Banana to enable compliant AI workflows for government.
• Apply privacy-enhancing techniques such as anonymization and secure processing.
• Evaluate and mitigate privacy risks during mobile AI development.

Format of the Course

• Guided instruction supported by discussion and Q&A.
• Practical exercises involving privacy-focused mobile AI scenarios.
• Hands-on implementation within a real development environment for government.

Course Customization Options

• For organization-specific needs or sector-specific compliance topics, please contact us to customize this program.

Nano Banana is a lightweight AI framework designed to accelerate and compress models for efficient on-device and edge deployment.

This instructor-led, live training (online or onsite) is aimed at intermediate-level to advanced-level professionals who wish to optimize, compress, and deploy AI models for edge environments using Nano Banana.

At the conclusion of the program, participants will be able to:

• Apply compression and quantization techniques to AI models.
• Accelerate inference performance for edge devices.
• Convert and deploy models using Nano Banana’s toolchain.
• Evaluate trade-offs between accuracy, latency, and resource usage.

Format of the Course

• Instructor-led technical sessions and guided discussions.
• Hands-on exercises using real-world edge-AI scenarios for government applications.
• Practical implementation in a configured live environment.

Course Customization Options

• For tailored content or organization-specific adaptations, please contact us to arrange a customized version of this course for government use.

Nano Banana is a specialized model optimized for fast and efficient on-device AI execution.

This instructor-led, live training (online or onsite) is aimed at intermediate-level practitioners who wish to design and deploy AI-powered mobile applications using Nano Banana without relying on cloud infrastructure. The course is tailored to meet the unique needs of public sector professionals and aligns with best practices for government.

Upon completing this program, attendees should be able to:

• Implement Nano Banana models directly on mobile devices.
• Optimize AI workloads for performance and energy efficiency.
• Integrate text and image generation features into mobile applications.
• Troubleshoot, benchmark, and refine on-device inference pipelines.

Format of the Course

• Instructor-guided demonstrations and collaborative discussions.
• Practical exercises focused on real-world use cases for government.
• Hands-on development and testing within a live mobile environment.

Course Customization Options

• If you require a tailored version of this course, please contact us to discuss customization options for government.

Gemini 3 is an AI-powered system designed to enhance Google Search and workplace productivity through its advanced AI Mode.

This instructor-led, live training (available online or onsite) is aimed at beginner-level users who wish to leverage Gemini 3 to streamline research, planning, analysis, and daily knowledge work for government.

Throughout this training, participants will gain the skills needed to:

• Utilize Gemini 3 in AI Mode to expedite research and information discovery.
• Implement Gemini-assisted workflows to summarize content and extract insights.
• Incorporate Gemini 3 features into everyday productivity tasks.
• Adopt best practices for the responsible and reliable use of AI tools in a public sector context.

Format of the Course

• Instructor-guided presentations and demonstrations.
• Structured hands-on exercises for practical skill development.
• Real-world applications using live search and productivity scenarios relevant to government operations.

Course Customization Options

• For tailored training adapted to your specific workflows, please contact us to discuss customization options for government.

Gemini 3 is a multimodal AI system that incorporates enhanced safeguards, governance features, and resilience against adversarial manipulation.

This instructor-led, live training (online or onsite) is aimed at intermediate-level professionals who wish to implement secure, responsible, and policy-aligned deployments of Gemini 3 for government use.

Upon completing this course, participants will be able to:

• Apply Gemini 3 safety features to reduce misuse risks.
• Implement governance frameworks aligned with organizational policies.
• Strengthen systems against prompt injections and adversarial inputs.
• Evaluate deployments for compliance and operational integrity.

Format of the Course

• Guided instruction with real-world safety examples.
• Hands-on labs focused on governance and secure prompts.
• Practical exercises using controlled test environments.

Course Customization Options

• Custom governance scenarios or security-focused labs can be added upon request.

Gemini 3 is an advanced multimodal AI system designed to support in-depth reasoning, high-context tasks, and comprehensive analytical workflows for government.

This instructor-led, live training (online or onsite) is aimed at advanced-level professionals who wish to leverage Deep-Think Mode to conduct complex analysis, modeling, and strategic planning.

By completing this course, participants will be equipped to:

• Apply Deep-Think Mode to solve intricate, multi-layered problems for government.
• Design reasoning pipelines that incorporate long-context analysis for government.
• Optimize prompts for iterative, multi-step reasoning tasks for government.
• Integrate Deep-Think capabilities into research or production workflows for government.

Format of the Course

• Expert-led presentations with real examples from government contexts.
• Hands-on reasoning labs and structured exercises relevant to government tasks.
• Applied development using live experimentation environments tailored for government use.

Course Customization Options

• Customized sessions or domain-specific deep-reasoning projects can be arranged upon request, tailored to meet the specific needs of government agencies.

Gemini 3 is a multimodal artificial intelligence platform designed for processing and reasoning across images, video, audio, and text.

This instructor-led, live training (available online or onsite) is targeted at intermediate-level practitioners who aim to design and build applications that leverage Gemini 3’s cross-modal capabilities.

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

• Integrate Gemini 3 multimodal endpoints into real-world workflows for government.
• Process and interpret visual, audio, video, and text inputs within unified pipelines.
• Develop interactive prototypes using multimodal prompts.
• Optimize multimodal outputs to enhance performance, accuracy, and usability.

Format of the Course

• Guided lectures with practical demonstrations.
• Scenario-based exercises and hands-on practice sessions.
• Practical implementation using live development environments.

Course Customization Options

• For tailored content or custom project-based training, please contact us to arrange.

Google Antigravity is a development environment designed for government to build autonomous agents capable of planning, reasoning, coding, and acting through Gemini 3’s multimodal capabilities.

This instructor-led, live training (online or onsite) is aimed at advanced-level technical professionals who wish to design, build, and deploy autonomous agents using Gemini 3 and the Antigravity environment for government applications.

Upon completing this training, participants will be prepared to:

• Build autonomous workflows that leverage Gemini 3 for reasoning, planning, and execution in public sector environments.
• Develop agents in Antigravity that can analyze tasks, write code, and interact with tools to support government operations.
• Integrate Gemini-driven agents with enterprise systems and APIs used by government agencies.
• Optimize agent behavior, safety, and reliability in complex government environments.

Format of the Course

• Expert demonstrations combined with interactive discussions to align with public sector needs.
• Hands-on experimentation with autonomous agent development for government use cases.
• Practical implementation using Antigravity, Gemini 3, and supporting cloud tools tailored for government workflows.

Course Customization Options

• If your team requires domain-specific agent behaviors or custom integrations for government operations, please contact Govtra to tailor the program.

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.

Gemini 3 is a multimodal AI model designed to reason across text, images, and structured inputs, supporting complex workflows for government and enterprise environments.

This instructor-led, live training (online or onsite) is aimed at intermediate-level professionals who wish to build reasoning-driven and multimodal workflows using Gemini 3 within their organizational contexts.

After completing this course, participants will have the skills to:

• Apply Gemini 3’s reasoning capabilities to planning and decision-making workflows for government.
• Design multimodal processes that incorporate text, images, documents, and tabular data.
• Develop business workflows using AI Studio and Vertex AI tools.
• Optimize outputs through prompt engineering and iterative refinement techniques.

Format of the Course

• Guided demonstrations supported by expert explanations.
• Practical exercises focused on workflow design and multimodal tasks.
• Hands-on experimentation in AI Studio or Vertex AI environments.

Course Customization Options

• If your organization requires tailored workflow scenarios or data integration examples, please contact us to adapt the training for government and enterprise needs.

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.

This instructor-led, live training in Minneapolis (online or onsite) is designed for intermediate-level public sector professionals who aim to utilize Gemini to produce high-quality content, support research efforts, and enhance productivity through advanced AI interactions for government.

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

• Develop more effective and tailored prompts for specific use cases.
• Generate original and creative content using Gemini.
• Summarize and compare complex information with precision.
• Use Gemini to efficiently brainstorm, plan, and organize ideas.

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.

Google Gemini AI is a state-of-the-art large language model that provides advanced artificial intelligence capabilities, including natural language understanding, text generation, and multimodal processing. This enables developers to create intelligent and context-aware applications tailored for government use.

This instructor-led, live training (available online or on-site) is designed for beginner to intermediate-level developers who wish to apply AI concepts using Google Gemini AI through hands-on projects, real-world examples, and collaborative exercises specifically tailored for government applications.

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

• Set up and effectively use Google Gemini AI and related tools.
• Develop AI-driven applications using text and image inputs, optimized for government workflows.
• Leverage NotebookLM for practical AI workflows and document-based reasoning in a public sector context.
• Collaborate in small groups to design and deploy functional AI prototypes suitable for government use.

Format of the Course

• Interactive lecture and guided discussion focused on government applications.
• Hands-on lab exercises and collaborative projects aligned with public sector needs.
• Practical assignments using Google Gemini AI and NotebookLM, tailored for government.

Course Customization Options

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

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 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 Minneapolis (online or onsite) is designed for beginner to intermediate level data analysts and business professionals who seek to perform complex data analysis tasks more intuitively across various industries using Google Gemini AI.

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

• Understand the foundational principles of Google Gemini AI.
• Connect multiple data sources to Gemini AI.
• Explore data through natural language queries.
• Analyze data patterns and extract insights.
• Create compelling data visualizations.
• Effectively communicate data-driven insights.

This training is tailored to enhance the capabilities of professionals in the public sector, ensuring alignment with best practices for government workflows, governance, and accountability.

This instructor-led, live training in Minneapolis (online or onsite) is aimed at intermediate-level IT managers, business application developers, and system integrators who wish to integrate Google AI Studio's capabilities with their government applications.

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

• Understand the key features and capabilities of Google AI Studio for integration within government systems.
• Explore and connect AI Studio with government business applications via APIs.
• Customize AI models to address specific government use cases.
• Set up workflows that integrate AI predictions into government business processes.
• Deploy AI-driven insights and automation within government enterprise applications.
• Troubleshoot and optimize integrations for scalability and efficiency in a government context.

This instructor-led, live training in Minneapolis (online or onsite) is designed for intermediate-level content creators who wish to leverage Google Gemini AI to enhance the quality and efficiency of their content creation processes for government.

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

• Understand the role of artificial intelligence in content creation for government.
• Set up and utilize Google Gemini AI to generate and optimize content for government use.
• Apply text-to-text transformations to produce creative and original content for government publications.
• Implement search engine optimization (SEO) strategies using AI-driven insights for government websites.
• Analyze content performance and adapt strategies using Gemini AI to meet government communication objectives.

Vertex AI provides a unified platform for generative media, featuring models such as Veo for video, Imagen for image creation, Chirp for speech, and Lyria for music. These capabilities facilitate production-ready workflows for creative, marketing, and enterprise use cases.

This instructor-led, live training (online or onsite) is designed for intermediate to advanced professionals who aim to leverage generative AI for multimedia content creation and deployment using Vertex AI in the context of public sector workflows.

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

• Generate images, videos, audio, and music using Vertex AI’s suite of models.
• Integrate generative media into marketing and product workflows for government.
• Optimize prompts and fine-tune outputs for quality and brand consistency in public sector applications.
• Deploy production-ready generative media solutions in enterprise settings, including those for government use.

Format of the Course

• Interactive lecture and discussion.
• Hands-on exercises with Vertex AI generative media models.
• Real-world case studies and creative project labs relevant to public sector needs.

Course Customization Options

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

This instructor-led, live training in Minneapolis (online or onsite) is aimed at advanced-level artificial intelligence developers, machine learning engineers, and data scientists who wish to use Google AI Studio to develop, optimize, and deploy cutting-edge AI solutions for government.

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

• Navigate the Google AI Studio interface and understand its key components.
• Prepare data for AI projects using the integrated tools provided by Google AI Studio.
• Train, evaluate, and fine-tune machine learning models using AutoML and custom training features.
• Deploy AI models as scalable, production-ready services suitable for government applications.
• Integrate Google AI APIs into applications to enhance AI capabilities in public sector workflows.
• Leverage Explainable AI (XAI) tools to ensure transparent and ethical AI practices within government operations.
• Monitor and optimize AI models for performance and reliability, ensuring compliance with government standards.

This instructor-led, live training in Minneapolis (online or onsite) is designed for intermediate-level participants who wish to explore workflow automation with Google AI Studio, leveraging its tools to create, optimize, and manage efficient automated processes for government.

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

• Understand the core features of Google AI Studio for workflow automation in a public sector context.
• Set up and integrate Google AI Studio with other tools used in government workflows.
• Design and execute AI-driven workflows that align with government operations.
• Implement conditional logic to enhance the intelligence of automated processes.
• Monitor and optimize automated workflows to improve efficiency and accountability in government services.

This instructor-led, live training in Minneapolis (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.

This instructor-led, live training in Minneapolis (online or onsite) is designed for intermediate-level customer service professionals who wish to implement Google Gemini AI in their customer service operations.

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

• Comprehend the impact of artificial intelligence on customer service for government and public sector organizations.
• Configure Google Gemini AI to automate and personalize customer interactions in a manner that enhances efficiency and satisfaction.
• Leverage text-to-text and image-to-text transformations to improve the speed and quality of service delivery.
• Develop AI-driven strategies for real-time analysis of customer feedback, ensuring timely and effective responses.
• Explore advanced features to create a seamless and integrated customer service experience that aligns with public sector workflows and governance.

This instructor-led, live training in Minneapolis (online or onsite) is aimed at beginner to intermediate level developers who wish to integrate artificial intelligence functionalities into their applications using Google Gemini AI for government.

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

• Understand the foundational principles of large language models.
• Set up and utilize Google Gemini AI for a variety of artificial intelligence tasks.
• Implement text-to-text and image-to-text transformations.
• Develop basic AI-driven applications.
• Explore advanced features and customization options in Google Gemini AI.

This instructor-led, live training in Minneapolis (online or onsite) is aimed at beginner-level data analysts, business users, and product managers who wish to learn the basics of building and utilizing AI models with minimal coding using Google AI Studio for government.

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

• Understand the fundamental concepts of AI and machine learning.
• Navigate and utilize the interface and tools provided by Google AI Studio.
• Create AI models using pre-built templates and datasets.
• Train and evaluate models through straightforward workflows.
• Deploy AI models for practical applications in government settings.

This instructor-led, live training in Minneapolis (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.