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Course Outline

Introduction to Lightweight LLMs

  • Comprehending compact model architectures
  • The progression of resource-efficient AI
  • The significance of lightweight models for enterprise adoption

Deep Dive into Nano Banana

  • Core features and underlying design philosophy
  • Capabilities and constraints of the model
  • Distinguishing Nano Banana from conventional LLMs

Deployment Models and Use Cases

  • Advantages of on-device execution
  • Comparing local inference with cloud-based solutions
  • Choosing the optimal deployment strategy

Real-World Applications Across Sectors

  • Internal automation and knowledge support
  • Customer-facing implementations
  • Operational and compliance-related scenarios

Integration Essentials

  • Assessing system prerequisites
  • Considerations for workflows and processes
  • Overview of APIs and toolchains

Cost Optimization and Efficiency

  • Lowering inference expenses via compact models
  • Striking a balance between performance and resource usage
  • Strategizing for scalable deployments

Governance, Privacy, and Risk Management

  • Maintaining security during on-device execution
  • Understanding data boundaries and protective measures
  • Alignment with corporate policies and standards

Preparing for Organizational Adoption

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  • Developing internal readiness and expertise
  • Evaluating business value through pilot initiatives
  • Establishing the foundation for wider implementation

Summary and Future Steps

Requirements

  • A foundational grasp of general IT concepts
  • Proficiency with standard software tools
  • Understanding of data-centric business processes

Target Audience

  • IT teams looking to integrate AI functionalities
  • Business professionals interested in actionable AI solutions
  • Technology leaders assessing on-device LLM strategies
 7 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 1600 € + VAT*

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