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Course Outline
Introduction to Agentic AI
- Defining agentic AI and its distinction from conventional AI systems
- Exploring reasoning, memory, and goal-oriented architectural models
- Reviewing key use cases and sector-specific applications
Foundational Concepts and Design Paradigms
- The agent cycle: perception, reasoning, and action
- Comparing single-agent and multi-agent configurations
- Managing environmental interaction and tool invocation
Essentials of Prompt Engineering
- Crafting effective prompts for logical reasoning and task breakdown
- Employing examples, constraints, and role definitions for enhanced control
- Systematically debugging and refining prompts
Constructing Basic Agentic Workflows
- Implementing the agent loop in Python
- Connecting with APIs and basic utility tools
- Overseeing agent state and memory management
Responsible Design and Safety Protocols
- Ethical frameworks and responsible deployment of agents
- Addressing bias, transparency, and accountability in AI systems
- Implementing access controls, data protection, and content safety measures
Practical Project: Creating a Responsible Agent
- Establishing the problem scope and specific objectives
- Formulating prompts and control logic
- Testing, iterating, and assessing agent performance
Requirements
- A foundational grasp of artificial intelligence or machine learning principles
- Proficiency in Python syntax and scripting
- Practical experience with data handling or API-driven applications
Intended Audience
- Data scientists initiating their journey into agentic AI development
- Junior ML engineers exploring applied agent architectures
- Technology managers aiming to comprehend agent design and safety protocols
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 (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
