Generative AI and Agentic AI Training Course
Generative AI and Agentic AI represent two transformative paradigms propelling the next era of automation and intelligence—one centered on content creation, the other on goal-oriented, autonomous behaviour.
This instructor-led, live training (delivered online or onsite) targets intermediate-level AI and technical professionals keen to master the construction, evaluation, and integration of generative and agentic AI into practical applications.
Upon completion of this training, participants will be able to:
- Grasp the architecture and capabilities of generative AI systems.
- Examine the emergence of autonomous AI agents and their extension of Large Language Models (LLMs).
- Apply prompt engineering and tool integrations for practical deployments.
- Evaluate models, tools, and techniques to ensure responsible deployment.
Course Format
- Interactive lectures and discussions.
- Hands-on experience with generative and agentic AI tools in real-world scenarios.
- Guided exercises focusing on content generation and autonomous workflows.
Course Customization Options
- To arrange customized training for this course, please contact us.
Course Outline
Introduction to Generative AI and Agentic AI
- What is Generative AI? What is Agentic AI?
- How they differ and complement each other
- Use cases and trends across industries
Generative AI Architecture and Tools
- Transformer models: GPT, LLaMA, Claude, and others
- Fine-tuning vs. in-context learning
- Tools: ChatGPT, Hugging Face Transformers, Google AI Studio
Prompt Engineering for Control and Structure
- Prompt patterns for writing, coding, summarization, etc.
- Few-shot, zero-shot, and chain-of-thought prompting
- Using prompt libraries and testing tools
Understanding Agentic AI
- Definition and evolution of agentic AI
- Architectures: planning, memory, tools, self-reflection
- Popular frameworks: AutoGPT, BabyAGI, CrewAI, LangGraph
Designing and Deploying Autonomous Agents
- Goal setting and task decomposition
- Integrating tools and APIs (search, memory, code)
- Multi-agent coordination and human-in-the-loop supervision
Use Cases and Implementation Scenarios
- Content generation vs. task orchestration
- Enterprise productivity, customer support, data extraction
- Responsible and secure implementation
Summary and Next Steps
Requirements
- An understanding of AI and machine learning concepts
- Experience working with APIs or scripting languages such as Python
- Familiarity with prompt engineering or large language model usage
Audience
- AI developers and engineers
- Innovation and R&D teams
- Technical product managers exploring agentic AI systems
Open Training Courses require 5+ participants.
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