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Course Outline
Introduction to Agentic AI
- Defining agentic AI and its connection to traditional AI systems
- Overview of reasoning, memory, and goal-oriented architectures
- Primary use cases and applications across industries
Foundational Concepts and Design Patterns
- The agent loop: perception, reasoning, and action
- Comparison between single-agent and multi-agent systems
- Interaction with the environment and tool invocation
Essentials of Prompt Engineering
- Crafting effective prompts for reasoning and task breakdown
- Leveraging examples, constraints, and role definitions for enhanced control
- Systematically debugging and refining prompts
Constructing Basic Agentic Workflows
- Implementing an agent loop in Python
- Connecting with APIs and basic tools
- Managing agent state and memory
Responsible Design and Safety Protocols
- Ethical considerations and responsible deployment of agents
- Addressing bias, transparency, and accountability in AI systems
- Implementing access control, data privacy, and content safety measures
Practical Project: Creating a Responsible Agent
- Defining the scope and objectives of the problem
- Developing prompts and control logic
- Testing, refining, and assessing agent performance
Requirements
- Foundational understanding of AI or machine learning principles
- Proficiency in Python syntax and scripting
- Practical experience with data handling or API-driven applications
Target Audience
- Data scientists entering the field of agentic AI development
- Junior ML engineers exploring applied agent architectures
- Technology leaders seeking to comprehend agent design and safety standards
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 3200 € + VAT*
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Testimonials (3)
The trainer is patient and very helpful. He knows the topic well.
CLIFFORD TABARES - Universal Leaf Philippines, Inc.
Course - Agentic AI for Business Automation: Use Cases & Integration
Good mixvof knowledge and practice
Ion Mironescu - Facultatea S.A.I.A.P.M.
Course - Agentic AI for Enterprise Applications
The mix of theory and practice and of high level and low level perspectives
