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Course Outline

Introduction to Lightweight LLMs

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

Understanding Nano Banana

  • Primary features and design philosophies
  • Model strengths and constraints
  • Distinguishing Nano Banana from conventional LLMs

Deployment Strategies and Use Scenarios

  • Benefits of on-device execution
  • Comparing local and cloud-based inference
  • Choosing the optimal deployment route

Practical Applications Across Various Industries

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

Integration Essentials

  • Reviewing system requirements
  • Considering workflow and process impacts
  • An overview of APIs and toolchains

Cost Optimization and Efficiency

  • Lowering inference costs through compact models
  • Striking a balance between performance and resource usage
  • Planning for scalable implementations

Governance, Privacy, and Risk Oversight

  • Guaranteeing secure on-device operations
  • Comprehending data boundaries and protective measures
  • Aligning with corporate policies and standards

Preparing for Organizational Integration

  • Developing internal skills and readiness
  • Evaluating business value via pilot initiatives
  • Establishing the foundation for wider adoption

Summary and Future Steps

Requirements

  • A foundational grasp of general IT principles
  • Proficiency with basic software tools
  • Knowledge of data-driven business workflows

Target Audience

  • IT teams integrating AI capabilities into their operations
  • Business professionals interested in practical AI applications
  • Technology managers 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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