AI Agents Foundation and Practitioner (The Builders) Overview

Course syllabus

Who it’s for

What’s included

Exams

FAQs

AI Agents Foundation and Practitioner Course Outline

Module 1: The Agentic Shift

  • From Automation to Agency: What Changed
  • AI Agents vs Chatbots vs RPA
  • Core Agent Components: Perceive, Reason, Act
  • The Agent Loop: Observations, Thoughts and Actions
  • Types of AI Agents and When to Use Each
  • LLMs as Agent Brains: Capabilities and Limits
  • Agentic Vocabulary: Tools, Memory, Reasoning, Orchestration
  • Activity: Map a Real Process to the Agent Loop

Module 2: Agent Design Principles

  • Defining Agent Goals and Success Criteria
  • Decomposing Tasks: Single-Agent vs Multi-Agent
  • Choosing the Right Reasoning Pattern
  • ReAct, Chain-of-Thought and Plan-and-Execute
  • Tool Use: What Agents Can Call and Why
  • Memory Types: In-Context, External and Episodic
  • Prompt Design for Reliable Agent Behaviour
  • Workshop: Draft an Agent Design Brief for Your Domain

Module 3: No-Code Agent Building with N8n

  • N8n Fundamentals: Nodes, Workflows and Credentials
  • Connecting Your First AI Agent Node
  • Configuring an LLM Tool Call in N8n
  • Adding Web-Search Tool Access via SerpAPI (Free Tier)
  • Routing and Conditional Logic in Agent Workflows
  • Lab: Build a Research-and-Summarise Agent in N8n
  • Lab: Add a Memory Node to Persist Conversation State
  • Debugging Agent Flows with N8n Execution Logs

Module 4: Orchestration with LangFlow

  • LangFlow Interface and Component Model
  • Chains vs Agents in LangFlow
  • Connecting Agents to Vector Stores (Chroma, Free Tier)
  • Retrieval-Augmented Generation Inside an Agent
  • Lab: Build a Document-QA Agent in LangFlow
  • Exporting and Sharing LangFlow Pipelines
  • Comparing N8n and LangFlow: Choosing the Right Tool

Module 5: Multi-Agent Systems and Orchestration

  • Why Multi-Agent Systems Outperform Single Agents
  • Roles in a Multi-Agent System: Planner, Executor, Critic
  • Orchestrator Patterns: Sequential, Parallel and Hierarchical
  • Agent Communication: Passing Context Between Agents
  • Avoiding Loops and Runaway Agents
  • Lab: Build a Two-Agent Planner–Executor Workflow
  • Workshop: Design a Multi-Agent Architecture for a Business Scenario

Module 6: Integration with Existing Systems

  • Integration Patterns: Polling, Webhooks and Event-Driven
  • Connecting Agents to Internal APIs (REST and JSON Basics)
  • Reading from and Writing to SharePoint and Google Workspace
  • Email and Calendar Integration Without Third-Party Paid Services
  • Authentication in Corporate Environments: OAuth 2.0 and API Keys
  • Lab: Agent That Reads an Email Inbox and Routes Tasks
  • Handling Rate Limits, Timeouts and Retry Logic

Module 7: Knowledge Bases and Retrieval

  • When Agents Need External Knowledge
  • Embedding Models: What They Do and How to Choose
  • Building a Vector Store with Chroma (Local, Free)
  • Chunking and Indexing Documents Effectively
  • Lab: Index a Policy Document and Query It via an Agent
  • Hybrid Search: Keyword Plus Semantic Retrieval
  • Keeping Knowledge Bases Current: Update Strategies

Module 8: Monitoring and Performance Optimisation

  • What to Measure: Latency, Accuracy, Cost and Reliability
  • Logging Agent Traces with LangSmith (Free Tier)
  • Identifying Failure Modes: Hallucination, Tool Misuse, Loops
  • Prompt Iteration to Improve Agent Output Quality
  • Lab: Instrument a Live Agent and Analyse Its Trace Log
  • Optimisation Levers: Model Choice, Context Window, Tool Order
  • Building a Simple Agent Health Dashboard in N8n

Module 9: Governance, Safety and Corporate Readiness

  • AI Agent Risks in the Enterprise
  • Data Residency and Privacy Constraints for Agents
  • Human-in-the-Loop Design: When to Pause and Escalate
  • Access Control: Scoping What an Agent Can See and Do
  • Policy Guardrails: Prompt Filters and Output Validation
  • Compliance Checklist for Deploying Agents in Regulated Environments
  • Workshop: Assess Your Agent Design Against Corporate Risk Criteria

Module 10: Capstone: Your Agent Blueprint

  • Capstone Brief and Evaluation Criteria
  • Team Agent Design Sprint: Problem to Architecture
  • Lab: Build and Demo a Working Agent for Your Use Case
  • Peer Review: Structured Feedback on Agent Designs
  • Iterating from Feedback: Quick Wins in 30 Minutes
  • Presenting Your Agent Blueprint to the Group
  • Course Review and Continuing Learning Resources
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Who Should Attend this AI Agents Foundation and Practitioner Course? 

This AI Agents Foundation and Practitioner Course equips delegates with the knowledge required to design and manage AI-driven automation systems. The training is particularly valuable for professionals who want to move beyond using AI tools and begin developing structured AI workflows, including: 

  • Product Managers 
  • Innovation Leaders 
  • Business Analysts 
  • Operations Managers 
  • Automation Specialists 
  • Digital Transformation Professionals 

Prerequisites for the AI Agents Foundation and Practitioner Course 

There are no formal prerequisites for attending the AI Agents Foundation and Practitioner Course. However, basic familiarity with AI tools, digital workflows, or business process automation will support better understanding during the training. 

AI Agents Foundation and Practitioner Course Overview 

AI Agents Foundation and Practitioner Training introduces delegates to the principles of designing and deploying intelligent AI agents. The training focuses on agent architecture, structured reasoning, and knowledge integration to help professionals understand how autonomous AI systems operate. 

This training supports capability development by strengthening skills in automation design, knowledge retrieval systems, and multi-agent collaboration. Delegates learn how AI agents can support research, operational tasks, and digital decision-making across modern organisations. 

This 4-Day AI Agents Course offered by The Knowledge Academy helps delegates design, build, and test AI agents in practical environments. Delegates gain hands-on experience in mapping decision processes, integrating knowledge sources, connecting external tools, and deploying monitored AI workflows. 

AI Agents Foundation and Practitioner Course Objectives 

  • To understand the architecture and reasoning frameworks that enable autonomous AI agents 
  • To design decision workflows using structured planning and reasoning cycles 
  • To build knowledge-driven agents using Retrieval-Augmented Generation (RAG) systems 
  • To connect AI agents with external software platforms and APIs 
  • To deploy, monitor, and manage AI agents responsibly with safety guardrails 

Upon completing this AI Agents Certification, delegates will be able to design, build, and deploy AI agents that support real-world workflows. They will also understand how to manage knowledge systems, integrate tools, and implement safe autonomous operations. 

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What’s Included in this AI Agents Foundation and Practitioner Course? 

  • World-Class Training Sessions from Experienced Instructors 
  • AI Agents Foundation and Practitioner Examination 
  • AI Agents Foundation and Practitioner Certificate 
  • Digital Delegate Pack 
Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.
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AI Agents Foundation and Practitioner (The Builders) Examination

To achieve the AI Agents Foundation and Practitioner Certification, candidates will need to sit for an examination that measures their capability to design, configure, and implement AI-driven workflows and agents. The assessment focuses on applied knowledge of prompt engineering, automation logic, integrations, and safe deployment of AI solutions to solve operational and technical business challenges. The exam format is as follows: 

  • Question Type: Multiple Choice 
  • Total Questions: 60 
  • Total Marks: 60 Marks 
  • Pass Mark: 75%, or 45/60 Marks 
  • Duration: 75 Minutes 
  • Open Book/ Closed Book: Open Book 
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Train Your Workforce

Looking for AI Agents Foundation and Practitioner (The Builders) in-house or onsite training in Mississauga? We specialise in corporate group training and bulk bookings for organisations of all sizes in Mississauga. Our trainers deliver tailored sessions at your premises, online, or hybrid, with best price guarantee, group discounts and flexible scheduling to train your team.

Our Mississauga venue

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Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Mississauga is the sixth largest city in Canada. It is in the south of the province of Ontario in the region of peel. The city is estimated to have a population of around 715,000 people. The rapid growth of this city is attributed to its proximity to Toronto. It was originally built as suburb of Toronto. Education in Canada is mostly free and publicly funded. It is overseen by the federal, provincial and local governments, with the education within provincial jurisdiction and the curriculum overseen by the province. Education is compulsory in most provinces up to the age of 16. Mississauga is served by the Peel District School Board, which operates the secular English speaking public schools. There is also a school board that runs the local catholic schools and a board that runs the French speaking schools in the area, one for the secular French schools and one for the catholic French schools. There are a number of schools in the area that offer specialised programs. These include the French immersion schools such as Clarkson Secondary School and Streetsville Secondary School. There are three schools in the areas that off a Regional Arts Program and two that offer a specialist sci-tech program for students who are gifted in these areas. There is also two schools that offer support for those studying for the international baccalaureate plus numerous other programs. Canada’s higher has a very good reputation. However there is no formal ranking system and students will often choose colleges and universities bases on geographic convenience and the reputation of a particular course. Mississauga is home to one of the three campuses run by the University of Toronto. This university is ranked as the 34th best university in the world and is the second highest ranked Canadian university in the rankings. The campus was established in 1967 and is the universities second largest division. It is home to 12,000 students. They have 15 academic departments and pupils can choose from 148 programs to participate in from 89 areas of study. Students can study both undergraduate and graduate programs on this campus. This campus also has an excellent research environment that has helped the staff and researchers become internationally recognised for their work. The university includes Institutes for Management and Innovation, and Communication, Culture, Information and Technology.

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Ways to take AI Agents Foundation and Practitioner (The Builders) in Mississauga

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Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led AI Agents Foundation and Practitioner (The Builders). Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

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Join a scheduled class with a live instructor and other delegates.

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Engage in activities, and communicate with your trainer and peers.

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We handpick from a global pool of expert trainers for our Online Instructor-led courses.

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With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

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Access AI Agents Foundation and Practitioner (The Builders) in Mississauga delivered by one of the largest training providers, with scalable instructor-led classes, accessible worldwide.

Master AI Agents Foundation and Practitioner (The Builders) with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With Weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

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Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

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Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from AI Agents Foundation and Practitioner (The Builders) industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

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Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

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Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Learn AI Agents Foundation and Practitioner (The Builders) through The Knowledge Academy’s Online Self-Paced Learning. This flexible and structured format supports your training goals and enables every professional to build skills with confidence.

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Flexible Learning

Access AI Agents Foundation and Practitioner (The Builders) resources 24/7 to maintain steady progress, complete regular assessments or tasks, and upskill effectively alongside work commitments.

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Expert-Developed Content

Our Online Course content is designed by experienced trainers to ensure accuracy, relevance, and practical value.

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Global Training Provider

Access AI Agents Foundation and Practitioner (The Builders) in Mississauga from a trusted global training provider delivering consistent learning to professionals worldwide.

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Cost-Effective Training

Benefit from the cost-effective AI Agents Foundation and Practitioner (The Builders) that delivers high-quality course content without compromising learning outcomes.

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Interactive LMS

Track performance, download resources, and receive AI-enabled support through The Knowledge Academy’s dedicated Learning Management System.

Mon 13th Jul 2026

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Thu 16th Jul 2026

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4 days

Online Instructor-Led

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Thu 24th Sep 2026

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4 days

Online Instructor-Led

Mon 7th Dec 2026

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Thu 10th Dec 2026

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4 days

Online Instructor-Led

Package deals for AI Agents Foundation and Practitioner (The Builders) in Mississauga

Our training experts have compiled a range of course packages on a variety of categories in AI Agents Foundation and Practitioner (The Builders), to boost your career. The packages consist of the best possible qualifications with AI Agents Foundation and Practitioner (The Builders), and allows you to purchase multiple courses at a discounted rate.

AI Agents Foundation And Practitioner (The Builders) in Mississauga FAQs

What is the AI Agents Foundation and Practitioner Course?

This course introduces delegates to the principles of building and managing AI agents that can perform tasks autonomously across business workflows.

Who should attend the AI Agents Foundation and Practitioner Course?

The training is ideal for professionals who already use AI tools and want to design more advanced AI-driven automation systems.

Do delegates need coding knowledge for this Agentic AI Course?

No coding experience is required. The Agentic AI Training explains concepts and tools in a way that allows professionals from various backgrounds to participate.

What will delegates learn during this course?

Delegates will learn how to design agent workflows, integrate knowledge sources, connect external systems, and deploy monitored AI solutions.

Will this AI Agents Course include practical activities?

Yes, delegates will participate in labs that involve designing processes, building knowledge systems, creating AI agents, and deploying them in test environments.

How do AI agents differ from standard AI tools?

AI agents are designed to perform tasks autonomously by planning actions, accessing knowledge, and interacting with external systems.

Can delegates apply these concepts within their organisations?

Yes, the course focuses on practical approaches that can support research, operations, and decision-making processes.

What skills will delegates gain after completing this AI Agents Certification?

Delegates will gain skills in agent architecture, knowledge retrieval systems, automation design, and responsible AI deployment.

Why choose The Knowledge Academy in Mississauga over others?

The Knowledge Academy stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this certification.

What is the cost/training fees for AI Agents Foundation and Practitioner (The Builders) in Mississauga?

The training fees for AI Agents Foundation and Practitioner (The Builders) in Mississauga starts from CAD4295

Which is the best training institute/provider of AI Agents Foundation and Practitioner (The Builders) in Mississauga?

The Knowledge Academy is one of the Leading global training provider for AI Agents Foundation and Practitioner (The Builders).

What are the best Artificial Intelligence Courses courses in Mississauga?

Please see our Artificial Intelligence Courses courses available in Mississauga

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