This course teaches participants how to build agentic AI agents from scratch by defining goals, behaviors, tools, and workflows.
Overview
Agentic AI Agent Development Training focuses on the practical design and creation of intelligent AI agents that can plan, reason, act, and collaborate autonomously. This course teaches participants how to build agentic AI agents from scratch by defining goals, behaviors, tools, and workflows. The training is framework-agnostic and emphasizes real-world agent design patterns used across modern AI platforms.
Learning Outcomes
• Understand the fundamentals of Agentic AI and autonomous AI agents
• Design and develop AI agents with reasoning and decision-making capabilities
• Integrate LLMs, APIs, tools, and external data sources into AI agents
• Build multi-step task execution workflows using AI agents
• Implement memory, context handling, and prompt engineering techniques
• Deploy and evaluate AI agents for real-world automation use cases
Duration & Delivery Mode
14 hours
Target Audience
• AI and automation professionals
• Product managers and solution designers
• Business analysts and innovation teams
• Consultants and digital transformation leaders
• Professionals building AI agents
Pre-requisites
• Completion of Agentic AI Essentials or equivalent knowledge
• Basic understanding of AI concepts and workflows
• No programming or advanced technical background required
Skillset Achieved
• Designing goal-driven agentic AI agents
• Defining agent behaviors, tools, and constraints
• Building single-agent and multi-agent systems
• Managing agent autonomy and execution
• Applying governance and responsible AI practices
Course Outcome
By the end of this training, participants will be able to design, build, and evaluate agentic AI agents for real-world applications. Learners will gain the confidence to create intelligent agents that operate autonomously while remaining aligned with business goals and responsible AI principles.
Course Outline
Foundations of Agentic AI Agent Design
• Agent goals, roles, and responsibilities
• Planning, reasoning, and execution loops
• Managing context, memory, and state
Designing Agent Behaviors and Actions
• Tool usage and action selection
• Decision-making and conditional logic
• Preventing agent drift and failures
Building Single-Agent Systems
• End-to-end agent workflow design
• Task decomposition and sequencing
• Validating agent outputs
Multi-Agent Systems and Collaboration
• Role-based agent teams
• Communication and coordination patterns
• Conflict resolution and task delegation
Human-in-the-Loop Agent Design
• Oversight, approval, and intervention models
• Balancing autonomy and control
• Trust and accountability mechanisms
Business and Enterprise Use Cases
• Agentic AI for automation and productivity
• Research, analysis, and decision support agents
• Cross-functional enterprise scenarios
Hands-on Agent Building Workshop
• Designing and testing agentic AI agents
• Real-world agent development scenarios
• Participant practice and feedback
Assessment Topics
• Fundamentals of Agentic AI and AI agent architectures
• Prompt engineering and reasoning workflows
• Tool/API integration with AI agents
• Multi-agent and task orchestration concepts
• Memory and context management implementation
• Mini project or practical AI agent development exercise
Evaluation
• Participation in hands-on agent-building exercises
• Practical agent design assignment
• Knowledge-based assessment
Course Materials
Participants will receive course materials, slides, reference materials, exercises and access to resources for further learning.
Certification
Participants who successfully complete the training and evaluation will receive an AcadNXT Certificate of Completion in Agentic AI Agent Development, validating their skills in building autonomous AI agents.
Enroll Now
Available cities in Thailand for this course
Explore delivery locations across Thailand and move into city pages for localized schedules and context.
Available global regions
Browse the active regions where this course currently has scheduled delivery.
UK Classrooms
US Classrooms
Countries where this course is available
Browse all the countries currently offering scheduled delivery for this course.
What Our Students Say
“The best hands-on introduction to building agentic AI agents.”
“Clear agent design patterns with strong real-world relevance.”
“The multi-agent collaboration section was excellent.”
“Helped me confidently design agentic AI systems.”
“A must-have course for anyone building AI agents.”