Introduction to Nano Banana: Lightweight LLMs for Real-World Applications Training Course

Google Antigravity serves as an agentic development framework engineered to construct autonomous agents capable of strategic planning, logical reasoning, code generation, and action execution, leveraging the multimodal strengths of Gemini 3.

This instructor-facilitated, live training session (available online or on-site) is specifically designed for senior-level technical personnel involved in public sector operations who intend to design, construct, and deploy autonomous agents utilizing Gemini 3 and the Antigravity environment.

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

• Develop autonomous workflows leveraging Gemini 3 for logical inference, strategic planning, and task execution.
• Construct agents within Antigravity capable of task analysis, code generation, and tool interaction.
• Integrate Gemini-powered agents with existing government systems and external application programming interfaces.
• Refine agent behavior, security, and reliability within complex operational settings for government.

Course Structure

• Specialist-led demonstrations paired with interactive strategic discussions.
• Practical, hands-on exercises focused on the development of autonomous agents.
• Applied implementation utilizing Antigravity, Gemini 3, and associated cloud infrastructure tools.

Curriculum Customization

• If your agency requires specialized agent behaviors or bespoke integrations specific to government mandates, please contact us to customize the program.

Nano Banana is a specialized model designed for rapid and efficient artificial intelligence execution directly on end-user devices.

This instructor-led, live training program, available online or onsite, targets intermediate-level professionals seeking to design and deploy AI-driven mobile applications for government using Nano Banana without dependence on external cloud infrastructure.

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

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

Course Structure

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

Course Customization Options

• If a tailored version of this course is required for specific agency needs, please contact us to discuss customization options for government applications.

Nano Banana serves as a streamlined artificial intelligence framework engineered to expedite and condense machine learning models, facilitating efficient on-device and edge-based execution.

This comprehensive, instructor-led training initiative, available in both virtual and onsite formats, is tailored for intermediate to advanced professionals seeking to optimize, compress, and deploy artificial intelligence models within edge environments utilizing the Nano Banana framework for government operations.

Upon successful completion of this program, participants will possess the competency to:

• Implement advanced compression and quantization techniques on AI models.
• Enhance inference speeds specifically for edge-computing devices.
• Utilize the Nano Banana toolchain to convert and deploy models in secure environments.
• Assess and manage trade-offs among accuracy, latency, and computational resource allocation.

Training Delivery Format

• Structured instructor-led technical instruction and facilitated dialogue.
• Practical exercises derived from real-world edge-AI use cases.
• Direct implementation within a pre-configured, live operational environment.

Customization and Adaptation Options

• For bespoke curriculum adjustments or agency-specific requirements, please contact the training provider to coordinate a tailored version of this course.

Gemini 3 represents an advanced multimodal artificial intelligence architecture engineered to facilitate rigorous reasoning, high-context information processing, and extended analytical operations.

This instructor-led training session, available in virtual or on-site formats, is tailored for senior professionals seeking to utilize Deep-Think Mode for complex analysis, strategic modeling, and planning initiatives.

Upon completion of this curriculum, participants will possess the necessary competencies to:

• Deploy Deep-Think Mode to resolve complex, multi-layered operational challenges.
• Architect reasoning pipelines that incorporate long-context data analysis.
• Refine prompts to support iterative, multi-step logical processes.
• Integrate Deep-Think capabilities into research frameworks or production environments for government operations.

Instructional Methodology

• Specialist-led demonstrations utilizing relevant case studies.
• Practical reasoning laboratories and structured competency exercises.
• Applied development through live experimental testing environments.

Curriculum Adaptation Options

• Customized training sessions or domain-specific deep-reasoning projects may be arranged upon request to meet specific agency requirements.

Gemini 3 is a multimodal artificial intelligence model engineered to perform reasoning across text, imagery, and structured data inputs to facilitate complex enterprise workflows for government entities.

This instructor-led live training session, available online or on-site, targets intermediate-level professionals seeking to develop reasoning-based and multimodal workflows using Gemini 3 within enterprise environments.

Upon successful completion of this course, participants will possess the competence to:

• Utilize Gemini 3’s reasoning features to enhance enterprise planning and decision-making workflows.
• Design multimodal processes that integrate text, visual media, documentation, and tabular datasets.
• Develop operational business workflows utilizing AI Studio and Vertex AI platforms.
• Enhance output quality through advanced prompt engineering and iterative refinement strategies.

Instructional Format

• Facilitated demonstrations accompanied by expert technical analysis.
• Practical exercises emphasizing workflow architecture and multimodal task execution.
• Applied experimentation within AI Studio or Vertex AI sandbox environments.

Course Adaptation Options

• If your organization requires specific workflow scenarios or data integration examples for government compliance, please contact us to customize the training content.

Gemini 3 is an artificial intelligence-driven framework designed to augment Google Search capabilities and improve operational efficiency through AI Mode.

This instructor-led training session, available online or on-site, is designed for entry-level users seeking to integrate Gemini 3 into research, strategic planning, analytical processes, and daily administrative duties for government and public sector operations.

During this training, participants will develop the competencies necessary to:

• Utilize Gemini 3 in AI Mode to expedite research and enhance information discovery.
• Implement Gemini-assisted workflows to synthesize content and derive strategic insights.
• Embed Gemini 3 capabilities into routine productivity and administrative tasks.
• Adopt established best practices for the responsible and accountable use of AI tools for government purposes.

Training Delivery Format

• Instructor-led instructional presentations and technical demonstrations.
• Structured practical exercises aimed at building applied skills.
• Application of real-world scenarios using live search and productivity tools.

Customization of Course Content

• To adapt the training to specific operational workflows for government, please contact our team to discuss potential customization options.

This instructor-led, live training US (available online or onsite) is designed for beginner to intermediate developers seeking to integrate artificial intelligence capabilities into their applications via Google Gemini AI.

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

• Grasp the core principles underlying large language models.
• Configure and utilize Google Gemini AI for a range of artificial intelligence tasks.
• Execute text-to-text and image-to-text conversion processes.
• Develop fundamental applications driven by artificial intelligence.
• Investigate advanced features and customization settings within the Google Gemini AI framework, tailored for government use cases where applicable.

This instructor-led, live training offered in US (via online or onsite modalities) is designed for intermediate-level content creators seeking to leverage Google Gemini AI to improve content quality and operational efficiency.

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

• Comprehend the function of artificial intelligence within the content development lifecycle.
• Configure and utilize Google Gemini AI tools for content generation and optimization.
• Execute text-to-text transformations to produce original and creative deliverables.
• Deploy search engine optimization (SEO) methodologies supported by AI-driven analytics.
• Evaluate content performance metrics and refine strategies using Gemini AI capabilities.

This instructor-led, live training in US (online or onsite) is designed for intermediate-level customer service professionals who wish to implement Google Gemini AI in their operations. It is a specialized program for government agencies looking to enhance public service delivery through innovative technology solutions.

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

• Understand the impact of AI on customer service and its implications for public sector workflows.
• Configure Google Gemini AI to automate and personalize interactions with constituents.
• Utilize text-to-text and image-to-text transformations to improve operational efficiency and accountability.
• Develop AI-driven strategies for real-time analysis of constituent feedback.
• Explore advanced features to create a seamless service experience for the public.

This instructor-led, live training in US (online or onsite) is designed for beginner-level to intermediate-level data analysts and business professionals seeking to execute complex data analysis tasks more intuitively across various industries using Google Gemini AI for government applications.

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

• Grasp the foundational principles of Google Gemini AI.
• Integrate multiple data sources with Gemini AI.
• Investigate data through natural language queries.
• Identify data patterns and extract meaningful insights.
• Develop effective data visualizations.
• Disseminate data-driven findings clearly and effectively.

Google Gemini AI represents an advanced large language model providing sophisticated capabilities including natural language comprehension, content generation, and multimodal processing. These features empower developers to construct intelligent applications that maintain contextual awareness.

This instructor-led live training, available via online or onsite delivery, targets beginner to intermediate-level developers seeking to apply artificial intelligence principles using Google Gemini AI. The curriculum emphasizes practical application through hands-on projects, real-world case studies, and collaborative exercises.

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

• Configure and utilize Google Gemini AI along with associated tooling effectively.
• Create applications driven by artificial intelligence that process both textual and visual inputs.
• Utilize NotebookLM to support practical workflows and document-based reasoning.
• Work within small teams to design and deploy functional AI prototypes.

Format of the Course

• Interactive lectures and guided discussions.
• Hands-on laboratory exercises and collaborative project work.
• Practical assignments utilizing Google Gemini AI and NotebookLM.

Course Customization Options

• To request customized training for government agencies or other organizational needs, please contact us to arrange scheduling.

This instructor-led, live training in US (available via online or onsite delivery) is designed for intermediate-level public sector professionals seeking to leverage Gemini for high-quality content generation, research support, and enhanced productivity through advanced artificial intelligence interactions. These courses are tailored for government personnel to maximize operational efficiency.

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

• Develop precise and customized prompts tailored to specific operational requirements.
• Produce original and creative content utilizing Gemini capabilities.
• Accurately summarize and analyze complex information sets.
• Employ Gemini for efficient brainstorming, strategic planning, and organizational tasks.

Gemini 3 is a multimodal artificial intelligence platform designed to process and reason across images, video, audio, and text domains.

This instructor-led, live training session, available online or onsite, is targeted at intermediate-level practitioners seeking to develop applications that leverage Gemini 3’s cross-modal intelligence for government.

Upon completion of this workshop, participants will possess the capability to:

• Integrate Gemini 3 multimodal endpoints into operational workflows.
• Process and interpret visual, audio, video, and text inputs within unified pipelines.
• Construct interactive prototypes utilizing multimodal prompts.
• Optimize multimodal outputs for performance, accuracy, and operational usability.

Instructional Format

• Guided lectures accompanied by practical demonstrations.
• Scenario-based exercises and hands-on practical application.
• Direct implementation using live development environments.

Customization Options

• For customized content or project-based training specific to organizational needs, please contact us to arrange.

Nano Banana constitutes a streamlined artificial intelligence framework engineered for the efficient execution of models on Android devices.

This instructor-led, live training program (available online or in-person) is intended for Android developers ranging from novice to intermediate proficiency who seek to embed optimized artificial intelligence capabilities directly into mobile software solutions.

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

• Integrate the Nano Banana SDK into Android Studio project environments.
• Execute real-time inference operations utilizing Nano Banana application programming interfaces.
• Optimize model efficiency within resource-constrained mobile contexts.
• Apply established standards for secure and privacy-centric on-device artificial intelligence.

Instructional Delivery Methodology

• Directed presentations accompanied by collaborative discourse.
• Practical coding activities designed to reinforce fundamental principles.
• Applied implementation exercises utilizing real-world Android scenarios.

Program Adaptation Possibilities

• For customized iterations of this curriculum, interested parties are advised to establish contact to arrange a tailored program.

Nano Banana is an on-device artificial intelligence framework engineered to execute models locally while adhering to rigorous privacy standards and regulatory compliance requirements.

This instructor-led, live training session, available online or on-site, targets professionals ranging from entry-level to intermediate expertise who seek to implement privacy-enhancing AI features on mobile devices utilizing Nano Banana for regulated or sensitive operational environments for government.

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

• Develop mobile applications capable of private on-device data processing.
• Integrate Nano Banana to facilitate AI workflows that meet compliance standards.
• Apply privacy-enhancing techniques, including anonymization and secure processing protocols.
• Evaluate and mitigate privacy risks inherent in mobile AI development.

Instructional Format

• Facilitated instruction incorporating discussion and Q&A components.
• Practical exercises focused on privacy-centric mobile AI scenarios.
• Hands-on implementation within a genuine development environment.

Customization Provisions

• For requirements specific to an organization or sector-specific compliance mandates, contact us to tailor this program.