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Duration 7 hours
Course Outline
Basics of Lightweight LLMs
- Exploring compact model architectures
- The progression of resource-efficient AI
- The significance of lightweight models for enterprise
Getting to Know Nano Banana
- Core features and architectural design
- Defining model strengths and constraints
- Distinguishing Nano Banana from standard LLMs
Deployment Strategies and Scenarios
- Benefits of on-device processing
- Comparing local and cloud-based inference
- Choosing the optimal deployment method
Cross-Industry Practical Use Cases
- Streamlining internal automation and knowledge support
- Implementing customer-facing AI solutions
- Addressing operational and regulatory requirements
Fundamentals of Integration
- Reviewing necessary system requirements
- Considering workflow and process impacts
- An overview of APIs and developer tools
Maximizing Cost and Efficiency
- Leveraging compact models to lower inference expenses
- Optimizing the balance between performance and resource usage
- Designing for future scalability
Compliance, Security, and Risk Oversight
- Securing on-device operations
- Managing data boundaries and protective measures
- Ensuring alignment with corporate standards
Strategies for Organizational Implementation
- Developing internal expertise and readiness
- Validating business impact via pilot initiatives
- Establishing the basis for wider adoption
Wrap-up and Future Directions
Requirements
- A solid grasp of general IT principles
- Practical experience with standard software tools
- Knowledge of data-centric business processes
Target Audience
- IT teams integrating AI capabilities
- Business professionals interested in practical AI use cases
- Technical leaders assessing on-device LLM strategies
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.
Price per private group, online live training, starting from 1600 € + VAT*
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