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 14 hours
Course Outline
Introduction to Generative AI and Agentic AI
- Defining Generative AI and Agentic AI.
- Examining the differences and synergies between the two.
- Industry trends and diverse use cases.
Generative AI Architecture and Tools
- Transformer models: GPT, LLaMA, Claude, and other key architectures.
- Distinguishing between fine-tuning and in-context learning.
- Key tools: ChatGPT, Hugging Face Transformers, and Google AI Studio.
Prompt Engineering for Control and Structure
- Effective prompt patterns for writing, coding, and summarization.
- Techniques including few-shot, zero-shot, and chain-of-thought prompting.
- Utilizing prompt libraries and testing frameworks.
Understanding Agentic AI
- The definition and evolutionary path of agentic AI.
- Core architectures: planning, memory, tool usage, and self-reflection.
- Leading frameworks: AutoGPT, BabyAGI, CrewAI, and LangGraph.
Designing and Deploying Autonomous Agents
- Strategies for goal setting and task decomposition.
- Integrating external tools and APIs (search, memory, code execution).
- Multi-agent coordination and implementing human-in-the-loop supervision.
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 foundational understanding of AI and machine learning principles.
- Professional experience with API development or scripting languages like Python.
- Prior exposure to prompt engineering or the usage of Large Language Models.
Target Audience
- AI developers and software engineers.
- Innovation and R&D teams.
- Technical product managers looking to explore agentic AI ecosystems.
Testimonials (1)
the tips and recommended prompts that we can take away from this training
