Introduction to Nano Banana: Lightweight LLMs for Real-World Applications Training Course
Nano Banana represents a streamlined large language model framework engineered for high-efficiency, cost-effective deployment across various devices and enterprise settings.
This live, instructor-led training—available both online and onsite—targets entry-level professionals seeking to grasp the practical deployment of lightweight LLMs for on-device and budget-conscious applications.
Upon completing this course, participants will be equipped to:
- Articulate the foundational principles governing lightweight LLMs and the Nano Banana architecture.
- Determine suitable scenarios for deploying AI on devices and in cost-sensitive environments.
- Assess the potential of Nano Banana for specific business and IT contexts.
- Make well-founded choices regarding integration strategies within their respective organizations.
Course Format
- Instructor-led discussions enriched by interactive exchanges.
- Practical exercises designed to solidify core concepts.
- Direct, hands-on interaction with lightweight LLM capabilities.
Customization Options
- For a tailored version of this program, please reach out to us for specific customization.
Course Outline
Introduction to Lightweight LLMs
- Exploring compact model structures
- The progression of resource-optimized AI
- The significance of lightweight models for enterprise needs
Getting to Know Nano Banana
- Core features and underlying design philosophy
- Defining model strengths and constraints
- Distinguishing Nano Banana from conventional LLMs
Deployment Strategies and Use Cases
- Advantages of on-device execution
- Comparing local and cloud-based inference
- Choosing the optimal deployment approach
Real-World Applications in Various Sectors
- Streamlining internal operations and providing knowledge support
- Customer-centric use cases
- Scenarios driven by operational needs and compliance
Fundamentals of Integration
- Reviewing system prerequisites
- Considerations for workflow and process alignment
- Overview of APIs and supporting toolchains
Cost Reduction and Efficiency
- Lowering inference expenses through compact models
- Optimizing the balance between performance and resources
- Designing for scalable implementations
Governance, Data Privacy, and Risk Control
- Safeguarding on-device execution
- Navigating data limits and security measures
- Ensuring compliance with enterprise standards and policies
Preparing for Organizational Implementation
- Developing internal skills and readiness
- Validating business impact through pilot initiatives
- Establishing a foundation for widespread adoption
Wrap-Up and Future Directions
Requirements
- A solid grasp of fundamental IT principles
- Proficiency with basic software tools
- Knowledge of data-driven business processes
Target Audience
- IT teams looking to integrate AI capabilities
- Business professionals seeking practical AI solutions
- Technology leaders assessing on-device LLM strategies
Open Training Courses require 5+ participants.
Introduction to Nano Banana: Lightweight LLMs for Real-World Applications Training Course - Booking
Introduction to Nano Banana: Lightweight LLMs for Real-World Applications Training Course - Enquiry
Introduction to Nano Banana: Lightweight LLMs for Real-World Applications - Consultancy Enquiry
Testimonials (1)
Flow , vibe and topic on presentation
Lukasz Kowalczyk - Allegro Sp. z o.o.
Course - Google Gemini AI for Data Analysis
Upcoming Courses
Related Courses
Agentic Development with Gemini 3 and Google Antigravity
21 HoursGoogle Antigravity serves as a specialized agentic development environment engineered to create autonomous agents that leverage the multimodal capabilities of Gemini 3 for planning, reasoning, coding, and execution.
This live, instructor-led training session, available both online and onsite, is tailored for advanced technical professionals aiming to design, construct, and deploy autonomous agents utilizing Gemini 3 within the Antigravity ecosystem.
By the end of this program, participants will be equipped to:
- Construct autonomous workflows that utilize Gemini 3 for complex reasoning, strategic planning, and task execution.
- Create agents within Antigravity capable of analyzing assignments, generating code, and interfacing with external tools.
- Integrate Gemini-powered agents seamlessly with enterprise systems and various APIs.
- Refine agent behavior to ensure safety and reliability within intricate operational environments.
Course Format
- Expert-led demonstrations integrated with interactive discussions.
- Practical, hands-on experimentation in autonomous agent development.
- Applied implementation using Antigravity, Gemini 3, and complementary cloud services.
Customization Opportunities
- If your organization requires domain-specific agent behaviors or bespoke integrations, please reach out to us to customize the program to your needs.
Building On-Device AI Apps with Nano Banana
14 HoursNano Banana is a specialized model designed to deliver rapid and highly efficient AI processing directly on the device.
This live, instructor-led training session, available either online or on-site, is tailored for intermediate practitioners looking to build and deploy AI-driven mobile applications using Nano Banana without depending on cloud-based infrastructure.
By the end of this program, participants will be equipped to:
- Deploy Nano Banana models natively on mobile devices.
- Tune AI workloads to achieve optimal performance and energy efficiency.
- Embed text and image generation capabilities into mobile applications.
- Diagnose, benchmark, and enhance on-device inference pipelines.
Course Delivery Format
- Live demonstrations guided by the instructor, coupled with interactive discussions.
- Practical tasks centered on practical, real-world scenarios.
- Hands-on coding and testing conducted within a live mobile environment.
Customization Options
- Should you need a bespoke version of this curriculum, please reach out to explore customization possibilities.
Optimizing AI Models for Edge Deployment with Nano Banana
14 HoursNano Banana is a specialized, lightweight AI framework engineered to streamline the compression and acceleration of models, facilitating efficient on-device and edge deployment.
Targeting intermediate to advanced professionals, this instructor-led live training (available online or onsite) focuses on optimizing, compressing, and deploying AI models within edge environments using the Nano Banana ecosystem.
By the end of this program, participants will have the capability to:
- Implement compression and quantization techniques for AI models.
- Enhance inference performance tailored for edge devices.
- Leverage Nano Banana’s toolchain to convert and deploy models.
- Analyze and balance trade-offs involving accuracy, latency, and resource consumption.
Course Format
- Instructor-led technical sessions complemented by guided discussions.
- Hands-on exercises grounded in real-world edge-AI scenarios.
- Practical implementation within a pre-configured live environment.
Customization Options
- Contact us to explore tailored content or organization-specific adaptations for a customized version of this course.
Deep-Think Mode Mastery: Advanced Reasoning with Gemini 3
14 HoursGemini 3 is a sophisticated multimodal AI platform engineered to facilitate deep reasoning, high-context operations, and extended analytical processes.
This expert-led, live training session, available online or onsite, targets advanced professionals aiming to harness Deep-Think Mode for complex analysis, modeling, and strategic planning.
Upon completion, participants will be empowered to:
- Utilize Deep-Think Mode to resolve complex, multi-layered challenges.
- Construct reasoning pipelines that leverage long-context analysis.
- Refine prompts for iterative, multi-step reasoning assignments.
- Incorporate Deep-Think functionalities into research or production environments.
Course Structure
- Expert-guided sessions featuring practical case studies.
- Practical reasoning laboratories and structured practice exercises.
- Applied development utilizing live experimental setups.
Customization Availability
- Tailored sessions or domain-specific deep-reasoning projects are available upon request.
Gemini 3 for Enterprise: Reasoning, Planning & Multimodal Workflows
14 HoursGemini 3 is a sophisticated multimodal AI model engineered to process and reason across text, images, and structured data, enabling the execution of intricate enterprise workflows.
This live, instructor-led training session—available both online and onsite—is tailored for intermediate professionals seeking to construct reasoning-driven and multimodal workflows within enterprise settings using Gemini 3.
Upon completion of this program, participants will be equipped with the competency to:
- Leverage Gemini 3’s advanced reasoning capabilities to streamline enterprise planning and decision-making processes.
- Architect multimodal pipelines that integrate text, visual media, documents, and tabular datasets.
- Construct business-centric workflows utilizing the AI Studio and Vertex AI ecosystems.
- Enhance output quality through strategic prompt engineering and continuous iterative refinement.
Course Format
- Expert-led demonstrations accompanied by detailed technical explanations.
- Practical exercises concentrated on workflow architecture and multimodal task execution.
- Direct hands-on experimentation within AI Studio or Vertex AI environments.
Customization Options
- Should your organization require specific workflow scenarios or data integration case studies, please reach out to us to tailor the training to your needs.
Gemini 3 in Google Search & Knowledge Work: Using AI Mode for Productivity
14 HoursGemini 3 serves as an AI-driven system designed to elevate Google Search experiences and boost workplace efficiency via AI Mode.
Tailored for beginner-level users, this live, instructor-led training—available online or onsite—empowers participants to harness Gemini 3 for optimizing research, strategic planning, data analysis, and routine knowledge work tasks.
During this session, attendees will develop the core competencies required to:
- Accelerate research and information discovery by utilizing Gemini 3 within AI Mode.
- Streamline content summarization and insight extraction through Gemini-assisted workflows.
- Seamlessly integrate Gemini 3 functionalities into daily productivity routines.
- Implement best practices for the responsible and dependable utilization of AI tools.
Course Delivery Format
- Engaging instructor-led presentations complemented by live demonstrations.
- Practical skill development through structured, hands-on exercises.
- Real-world application scenarios focused on live search and productivity tasks.
Customization Options
- Seeking training tailored to your specific workflows? Please reach out to explore available customization possibilities.
Introduction to Google Gemini AI
14 HoursThis live, instructor-led training session, available in Thailand format (either online or on-site), is tailored for developers at beginner to intermediate levels who aim to incorporate AI capabilities into their applications via Google Gemini AI.
By the conclusion of this training, participants will gain the ability to:
- Comprehend the essential mechanics of large language models.
- Set up and deploy Google Gemini AI for a variety of AI applications.
- Execute text-to-text and image-to-text transformations.
- Construct elementary AI-powered applications.
- Delve into advanced functionalities and personalization options within Google Gemini AI.
Google Gemini AI for Content Creation
14 HoursThis live, instructor-led training in Thailand (offered online or onsite) is designed for intermediate-level content creators looking to harness Google Gemini AI to improve both the quality and efficiency of their content production.
By the conclusion of this training, participants will be able to:
- Understand the significance of AI in the content creation process.
- Set up and utilize Google Gemini AI to generate and optimize content.
- Apply text-to-text transformations to create unique and creative content.
- Execute SEO strategies leveraging insights derived from AI.
- Assess content performance and refine strategies using Gemini AI.
Google Gemini AI for Transformative Customer Service
14 HoursThis instructor-led live training in Thailand (online or onsite) targets intermediate-level customer service professionals seeking to adopt Google Gemini AI within their operational workflows.
By the conclusion of this program, participants will be able to:
- Grasp the influence of AI on customer service dynamics.
- Set up Google Gemini AI to handle automated and personalized customer interactions.
- Apply text-to-text and image-to-text transformations to enhance service efficiency.
- Develop strategies for real-time customer feedback analysis using AI.
- Explore advanced capabilities to ensure a seamless customer service experience.
Google Gemini AI for Data Analysis
21 HoursThis live, instructor-led session in Thailand (online or onsite) is designed for data analysts and business professionals from beginner to intermediate levels who aim to streamline complex data analysis tasks across industries using Google Gemini AI.
By the end of this session, participants will be equipped to:
- Understand the essential foundations of Google Gemini AI.
- Link multiple data sources to Gemini AI.
- Query and explore data using natural language.
- Analyze patterns and uncover insights within data.
- Produce persuasive data visualizations.
- Present data-driven insights clearly and effectively.
Getting Started with Google Gemini AI
14 HoursGoogle Gemini AI is a sophisticated large language model that delivers advanced capabilities in natural language understanding, text generation, and multimodal processing, empowering developers to create intelligent, context-aware applications.
This live, instructor-led training, available online or onsite, is designed for beginner to intermediate developers who want to apply AI concepts practically through hands-on projects, real-world examples, and collaborative exercises using Google Gemini AI.
Upon completing this training, participants will be equipped to:
- Effectively set up and utilize Google Gemini AI and its associated tools.
- Build AI-driven applications that process text and image inputs.
- Utilize NotebookLM for practical AI workflows and document-based reasoning.
- Collaborate in small groups to design and deploy functional AI prototypes.
Course Format
- Interactive lectures and guided discussions.
- Hands-on lab exercises and collaborative projects.
- Practical assignments leveraging Google Gemini AI and NotebookLM.
Customization Options
- Contact us to discuss and arrange a customized training for this course.
Intermediate Gemini AI for Public Sector Professionals
16 HoursThis live, instructor-led training in Thailand (delivered online or onsite) is tailored for intermediate-level public sector professionals seeking to leverage Gemini for generating premium content, supporting research, and elevating productivity via advanced AI interactions.
By the conclusion of this training, participants will be equipped to:
- Design highly effective, customized prompts for specific scenarios.
- Produce original and creative material using Gemini.
- Precisely summarize and contrast complex data points.
- Apply Gemini for efficient brainstorming, planning, and idea structuring.
Multimodal Applications with Gemini 3: Vision, Audio, Video & Text
14 HoursGemini 3 is a comprehensive multimodal AI platform engineered to process and derive insights from a wide range of data types, including images, video, audio, and text.
Designed for intermediate-level professionals, this instructor-led live training—available online or on-site—focuses on developing applications that fully leverage Gemini 3’s advanced cross-modal intelligence.
By the end of this workshop, participants will be equipped to:
- Seamlessly integrate Gemini 3’s multimodal endpoints into practical, real-world workflows.
- Unify the processing and interpretation of visual, audio, video, and textual inputs within cohesive pipelines.
- Develop interactive prototypes utilizing sophisticated multimodal prompting techniques.
- Refine multimodal outputs to achieve optimal performance, precision, and user experience.
Course Delivery Format
- Instructive sessions featuring live demonstrations.
- Scenario-driven exercises and hands-on practical activities.
- Direct implementation within live development environments.
Customization Possibilities
- Contact us to discuss tailored content or custom project-based training requirements.
Nano Banana for Android Developers: Lightweight AI Integration
14 HoursNano Banana serves as a streamlined AI framework engineered to facilitate efficient on-device model execution within Android environments.
This instructor-led live session, available either online or on-site, targets Android developers ranging from beginner to intermediate proficiency who aim to embed optimized AI functionalities directly into their mobile applications.
Upon completion of this training program, participants will have the capability to:
- Integrate the Nano Banana SDK into Android Studio projects.
- Utilize Nano Banana APIs to perform real-time AI inference.
- Enhance model performance specifically for resource-constrained mobile settings.
- Adopt best practices ensuring secure and privacy-focused on-device AI operations.
Course Format
- Interactive presentations paired with collaborative discussions.
- Practical coding tasks designed to solidify fundamental concepts.
- Hands-on implementation utilizing real-world Android case studies.
Customization Availability
- To explore a tailored version of this curriculum, please contact us to discuss a customized program.
Privacy-Preserving AI on Mobile Devices with Nano Banana
14 HoursNano Banana is an on-device AI framework engineered to execute models locally while ensuring strict adherence to privacy standards and regulatory requirements.
Delivered as a live, instructor-led session (available online or onsite), this course is tailored for beginner to intermediate-level professionals looking to deploy privacy-preserving AI capabilities on mobile devices using Nano Banana, particularly within regulated or sensitive operational contexts.
Upon completing this training, participants will have the ability to:
- Develop mobile applications that handle data processing privately on the device.
- Incorporate Nano Banana to facilitate compliant AI workflows.
- Utilize privacy-enhancing methods, including anonymization and secure processing techniques.
- Assess and address privacy risks throughout the mobile AI development lifecycle.
Course Format
- Guided learning supported by interactive discussions and Q&A sessions.
- Practical exercises focused on privacy-centric mobile AI scenarios.
- Real-world implementation within a professional development environment.
Customization Options
- Contact us to tailor this program to meet specific organizational requirements or sector-specific compliance topics.