Cursusaanbod

Introduction to On-Device AI with Nano Banana

  • Core principles of on-device inference
  • Nano Banana model architecture and capabilities
  • Deployment considerations for mobile platforms

Nano Banana Setup and Development Environment

  • Installing Nano Banana SDK tools
  • Configuring Android and iOS build environments
  • Managing dependencies and version compatibility

Running Nano Banana Models on Mobile Devices

  • Loading and executing prebuilt models
  • Memory and compute constraints on mobile hardware
  • Real-time inference strategies

Building AI Features with Nano Banana

  • Integrating text generation functionalities
  • Implementing image generation and editing workflows
  • Combining multimodal inputs in apps

Performance Optimization and Benchmarking

  • Latency and throughput profiling
  • Quantization, pruning, and model compression techniques
  • Thermal, battery, and resource usage optimization

Security and Privacy in On-Device AI

  • Local data handling and compliance considerations
  • Model protection and secure execution
  • Risks and mitigation strategies

Advanced Deployment Patterns

  • Hybrid on-device and cloud workflows
  • Managing offline-first AI applications
  • Scaling for large user bases

Testing, Debugging, and Continuous Improvement

  • CI/CD for AI-enabled mobile apps
  • Unit, integration, and performance testing
  • Iterative model updates and backward compatibility

Summary and Next Steps

Vereisten

  • An understanding of mobile application development
  • Experience with Python, Kotlin, or Swift
  • Familiarity with machine learning concepts

Audience

  • Mobile developers
  • AI engineers
  • Technical professionals exploring on-device AI deployment
 14 Uren

Leveringsopties

PRIVÉGROEPSTRAINING

Onze identiteit draait om het leveren van precies wat onze klanten nodig hebben.

  • Pre-cursusgesprek met uw trainer
  • Aanpassing van de leerervaring om uw doelen te bereiken -
    • Op maat gemaakte overzichten
    • Praktische, praktische oefeningen met gegevens / scenario's die herkenbaar zijn voor de cursisten
  • Training gepland op een datum naar keuze
  • Gegeven online, op locatie/klaslokaal of hybride door experts die ervaring uit de echte wereld delen

Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.

Neem contact met ons op voor een exacte offerte en om onze laatste promoties te horen


OPENBARE TRAINING

Kijk op onze public courses

Reviews (1)

Voorlopige Aankomende Cursussen

Gerelateerde categorieën