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Course Outline

Foundations of Lightweight LLMs

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

Deep Dive into Nano Banana

  • Core features and underlying design philosophies
  • Analyzing model strengths and constraints
  • Distinguishing Nano Banana from conventional LLMs

Deployment Strategies and Application Scenarios

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

Cross-Industry Practical Applications

  • Enhancing internal automation and knowledge support
  • Implementing customer-centric AI solutions
  • Addressing operational and compliance-focused use cases

Basics of System Integration

  • Reviewing necessary system requirements
  • Considering workflow and process adjustments
  • Introduction to APIs and essential toolchains

Cost Efficiency and Optimization

  • Lowering inference expenses through compact models
  • Achieving a balance between performance and resource usage
  • Strategizing for scalable deployment initiatives

Governance, Data Privacy, and Risk Oversight

  • Securing on-device execution environments
  • Navigating data boundaries and protective measures
  • Ensuring alignment with corporate policies and industry standards

Ready for Organizational Implementation

  • Developing internal expertise and readiness
  • Evaluating business impact via pilot programs
  • Establishing the foundation for wider organizational adoption

Wrap-Up and Future Actions

Requirements

  • A solid grasp of general IT principles
  • Familiarity with standard software tools
  • Experience with data-centric business processes

Target Audience

  • IT teams integrating AI capabilities into their operations
  • Business professionals interested in applying AI solutions practically
  • Technology leaders assessing strategies for on-device LLM adoption
 7 Hours

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