Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Duration 7 hours
Course Outline
Introduction to Lightweight LLMs
- Exploring compact model architectures
- The progression of resource-efficient AI
- The significance of lightweight models for enterprises
Comprehending Nano Banana
- Core features and underlying design principles
- Model strengths and inherent limitations
- Distinguishing Nano Banana from conventional LLMs
Deployment Models and Application Scenarios
- On-device execution and its associated advantages
- Comparing local versus cloud-based inference
- Determining the optimal deployment pathway
Practical Applications Across Sectors
- Internal automation and knowledge support systems
- Customer-facing applications
- Operational and compliance-focused use cases
Integration Fundamentals
- Assessing system requirements
- Workflow and procedural considerations
- Introduction to APIs and the toolchain
Cost Optimization and Efficiency
- Lowering inference costs through compact models
- Striking a balance between performance and resource usage
- Planning for scalable deployment strategies
Governance, Privacy, and Risk Mitigation
- Securing on-device execution environments
- Understanding data boundaries and protective measures
- Aligning with enterprise policies and industry standards
Preparing for Organizational Adoption
- Developing internal capabilities and readiness
- Evaluating business impact through pilot initiatives
- Establishing a foundation for wider implementation
Summary and Future Directions
Requirements
- A solid grasp of general IT fundamentals
- Proficiency with basic software tools
- Working knowledge of data-driven business processes
Target Audience
- IT teams integrating AI capabilities into their operations
- Business professionals interested in practical AI implementations
- Technology managers assessing on-device LLM strategies
Testimonials (1)
Flow , vibe and topic on presentation
