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Course Outline

Introduction to Nano Banana

  • Framework overview and capability assessment
  • Architectural insights and processing pipeline analysis
  • Comparison with alternative on-device AI solutions

Preparing the Development Environment

  • Configuring Android Studio for AI-intensive workloads
  • SDK integration for Nano Banana
  • Project setup and dependency handling

Interacting with Nano Banana APIs

  • Exploration of core API functionalities
  • Loading and managing lightweight models
  • Executing real-time inference tasks

Optimizing AI Performance on Android

  • Strategies for achieving low-latency inference
  • Techniques for efficient memory and resource management
  • Approaches to benchmarking and optimization tooling

Creating AI-Driven User Experiences

  • Developing responsive UI interactions
  • Managing asynchronous tasks and callback mechanisms
  • Aligning AI behavior with Android UX standards

Security and Privacy in On-Device AI

  • Safeguarding user data through secure handling practices
  • Methods for privacy-preserving inference
  • Compliance requirements for enterprise rollouts

Deployment and Maintenance of AI Features

  • Packaging and publishing applications with embedded AI
  • Version control and updating of local models
  • Post-deployment performance monitoring and improvement

Advanced Applications and Integrations

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

Summary and Recommended Next Steps

Requirements

  • Foundational knowledge of Android application development
  • Practical experience with Kotlin or Java
  • Basic familiarity with mobile application debugging processes

Target Audience

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

Custom Corporate Training

Training solutions designed exclusively for businesses.

  • Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
  • Flexible Schedule: Dates and times adapted to your team's agenda.
  • Format: Online (live), In-company (at your offices), or Hybrid.
Investment

Price per private group, online live training, starting from 3200 € + VAT*

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