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Course Outline
Introduction to Generative AI and Agentic AI
- Defining Generative AI and Agentic AI
- Distinguishing between the two and understanding their complementary nature
- Industry-specific use cases and emerging trends
Generative AI Architecture and Tooling
- Transformer models, including GPT, LLaMA, Claude, and others
- Comparing fine-tuning versus in-context learning
- Key tools such as ChatGPT, Hugging Face Transformers, and Google AI Studio
Prompt Engineering for Control and Structure
- Developing prompt patterns for writing, coding, summarisation, and more
- Implementing few-shot, zero-shot, and chain-of-thought prompting strategies
- Utilising prompt libraries and testing utilities
Understanding Agentic AI
- The definition and evolutionary path of agentic AI
- Core architectural components: planning, memory, tool usage, and self-reflection
- Leading frameworks such as AutoGPT, BabyAGI, CrewAI, and LangGraph
Designing and Deploying Autonomous Agents
- Establishing goals and breaking down complex tasks
- Integrating external tools and APIs, including search, memory, and code execution
- Coordinating multiple agents and implementing human-in-the-loop oversight
Use Cases and Implementation Scenarios
- Contrasting content generation with task orchestration
- Applications in enterprise productivity, customer support, and data extraction
- Ensuring responsible and secure implementation practices
Summary and Next Steps
Requirements
- A solid grasp of AI and machine learning principles
- Practical experience with APIs or scripting languages such as Python
- Working knowledge of prompt engineering or the usage of large language models
Target Audience
- AI developers and engineers
- Innovation and R&D teams
- Technical product managers exploring agentic AI systems
14 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.
Price per private group, online live training, starting from 2600 € + VAT*
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Testimonials (1)
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