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 Duration 7 hours

Course Outline

Foundations of Lightweight LLMs

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

Deep Dive into Nano Banana

  • Essential features and architectural principles
  • Scope of model capabilities and inherent constraints
  • Distinguishing Nano Banana from conventional LLMs

Deployment Strategies and Application Scenarios

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

Industry-Specific Practical Applications

  • Automating internal tasks and providing knowledge support
  • Implementing customer-facing AI solutions
  • Addressing operational and compliance-related needs

Core Integration Concepts

  • Reviewing necessary system requirements
  • Considerations for workflow and process alignment
  • Overview of APIs and development toolchains

Optimizing Costs and Efficiency

  • Leveraging compact models to lower inference expenses
  • Striking a balance between performance and resource usage
  • Designing strategies for scalable deployment

Governance, Data Privacy, and Risk Control

  • Maintaining security during on-device execution
  • Defining data boundaries and protective measures
  • Ensuring alignment with corporate policies and standards

Strategizing for Enterprise Adoption

  • Developing internal skills and readiness
  • Measuring business impact through pilot initiatives
  • Paving the way for wider organizational rollout

Recap and Future Directions

Requirements

  • A solid grasp of general IT principles
  • Proficiency with basic software utilities
  • Knowledge of data-centric business processes

Target Audience

  • IT teams implementing new AI capabilities
  • Business professionals seeking practical AI solutions
  • Technology leaders assessing on-device LLM strategies

Number of participants


Price per participant

Open Training Courses require 5+ participants.

Testimonials (1)

Flow , vibe and topic on presentation

Lukasz Kowalczyk - Allegro Sp. z o.o.
Course - Google Gemini AI for Data Analysis

Upcoming Courses

Introduction to Nano Banana: Lightweight LLMs for Real-World Applications

2026-11-20 09:30
7 hours
Green Heart Complex
169 EUR (Online)
169 EUR (Classroom)

Introduction to Nano Banana: Lightweight LLMs for Real-World Applications

2026-12-04 09:30
7 hours
Green Heart Complex
169 EUR (Online)
169 EUR (Classroom)

Introduction to Nano Banana: Lightweight LLMs for Real-World Applications

2026-12-18 09:30
7 hours
Green Heart Complex
169 EUR (Online)
169 EUR (Classroom)

Introduction to Nano Banana: Lightweight LLMs for Real-World Applications

2027-01-01 09:30
7 hours
Green Heart Complex
169 EUR (Online)
169 EUR (Classroom)

Introduction to Nano Banana: Lightweight LLMs for Real-World Applications

2027-01-15 09:30
7 hours
Green Heart Complex
169 EUR (Online)
169 EUR (Classroom)

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