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 Duration 14 hours

Course Outline

Introduction to Nano Banana

  • High-level view of the framework and its core capabilities
  • Analysis of the architecture and processing pipeline
  • Benchmarking Nano Banana against alternative on-device AI solutions

Configuring the Development Environment

  • Configuring Android Studio for AI-specific workloads
  • Integration of the Nano Banana SDK
  • Project setup and dependency handling

Utilizing Nano Banana APIs

  • Investigation of essential API methods
  • Loading and managing lightweight models
  • Executing inference tasks in real time

Enhancing AI Performance on Android

  • Tactics for achieving low-latency inference
  • Techniques for memory and resource management
  • Approaches for benchmarking and optimization tools

Crafting AI-Driven User Experiences

  • Building responsive UI interactions
  • Managing asynchronous tasks and callbacks
  • Aligning AI behaviors with Android UX standards

Security and Privacy in On-Device AI

  • Securing the handling of user data
  • Methods for privacy-preserving inference
  • Compliance considerations for enterprise-grade deployments

Deployment and Maintenance of AI Features

  • Packaging and releasing applications with embedded AI
  • Managing versions and updates for local models
  • Monitoring and enhancing performance after deployment

Advanced Use Cases and Integrations

  • Integrating Nano Banana with existing Android ML tools
  • Developing multimodal AI features
  • Expanding applications with custom lightweight models

Recap and Future Directions

Requirements

  • Fundamental knowledge of Android application development
  • Proficiency in Kotlin or Java
  • Basic command of mobile app debugging processes

Target Audience

  • Android developers creating AI-empowered applications
  • Software engineers investigating on-device machine learning workflows
  • Technical teams assessing lightweight AI deployment strategies on Android

Need help picking the right course?
uae@nobleprog.com or +971 4871 6715

Testimonials (1)

Flow , vibe and topic on presentation

Lukasz Kowalczyk - Allegro Sp. z o.o.
Course - Google Gemini AI for Data Analysis

Upcoming Courses

Nano Banana for Android Developers: Lightweight AI Integration

2026-11-26 09:30
14 hours
Bay Square - Business Bay

Nano Banana for Android Developers: Lightweight AI Integration

2026-12-10 09:30
14 hours
Unbox

Nano Banana for Android Developers: Lightweight AI Integration

2026-12-24 09:30
14 hours
Clock Tower - Port Saeed

Nano Banana for Android Developers: Lightweight AI Integration

2027-01-07 09:30
14 hours
Park Rotana Complex

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