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
Foundations of Generative and Agentic AI
- Defining Generative AI and Agentic AI
- Analyzing the differences and synergies between the two paradigms
- Industry-specific use cases and emerging trends
Architecture and Ecosystem of Generative AI
- Exploring transformer models, including GPT, LLaMA, and Claude
- Contrasting fine-tuning with in-context learning methods
- Key platforms: ChatGPT, Hugging Face Transformers, and Google AI Studio
Mastering Prompt Engineering for Precision
- Developing prompt patterns for writing, coding, and summarization
- Techniques involving few-shot, zero-shot, and chain-of-thought reasoning
- Leveraging prompt libraries and validation tools
Deep Dive into Agentic AI
- The evolution and definition of agentic frameworks
- Core components: planning mechanisms, memory structures, tool usage, and self-reflection
- Leading frameworks such as AutoGPT, BabyAGI, CrewAI, and LangGraph
Building and Launching Autonomous Agents
- Strategies for goal definition and task breakdown
- Connecting tools and APIs for search, memory management, and code execution
- Coordinating multi-agent systems and implementing human oversight
Real-World Applications and Implementation
- Distinguishing between content generation and complex task orchestration
- Applications in enterprise productivity, customer service, and data processing
- Ensuring secure and responsible deployment practices
Conclusions and Future Directions
Requirements
- Foundational knowledge of AI and machine learning principles
- Hands-on experience with APIs or scripting languages like Python
- Basic familiarity with prompt engineering or interacting with large language models
Target Audience
- AI developers and software engineers
- Innovation and R&D departments
- Technical product managers seeking to implement agentic AI systems
Testimonials (1)
the tips and recommended prompts that we can take away from this training
