AI Agents Foundation And Practitioner (The Builders) in Darwin

Home

Courses

Artificial Intelligence Courses

AI Agents Foundation and Practitioner (The Builders)

Darwin

Build knowledge-powered AI agents using Retrieval-Augmented Generation (RAG)
Design AI agents that can plan tasks, make decisions, and complete multi-step workflows
Connect AI agents and web platforms with AI Agents Foundation & Practitioner Course

Dates & Prices

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: Architecture of Autonomy

Agentic Frameworks
- What Makes an AI System “Agentic”
- Differences between Chatbots, Workflows, and Agents
- Event-Driven vs Goal-Driven Agents
- State Management in Autonomous Systems
- Memory Layers within Agent Architecture
Linear Prompts vs. Autonomous Loops
- Single-Response Prompt Design
- Multi-Step Task Execution
- Feedback Loops and Iteration Cycles
- Error Correction within Loops
- When to use Linear vs Autonomous Designs
The Plan → Act → Observe → Reflect Cycle
- Task Decomposition Techniques
- Planning Strategies for Complex Objectives
- Observation and Output Validation
- Reflection and Self-Correction Methods
- Iterative Refinement Logic
Decision Trees in AI
- Designing Structured Decision Logic
- Branching Conditions in Workflows
- Deterministic vs Probabilistic Decisions
- Escalation Triggers
- Risk-aware Branching
Giving Agents Structured Reasoning Steps
- Instruction Layering
- Constraining Reasoning Paths
- Preventing Reasoning Drift
- Output Formatting Enforcement
Solving Multi-Part Problems Autonomously
- Breaking Complex Tasks into Subtasks
- Task Prioritisation Methods
- Dependency Handling
- Result Consolidation Strategies
Practical Lab: The Logic Map
- Mapping an Existing Manual Business Process
- Identifying Decision Points Suitable for Automation
- Designing Conditional Logic Flows
- Defining Failure and Fallback States
- Designing the Agent's Autonomous Decision Boundaries
- Creating a Structured Agent Blueprint

Module 2: RAG & The Knowledge Layer

Vector Databases & Retrieval-Augmented Generation (RAG)
- What Vector Embeddings Represent
- How Similarity Search Works
- When to use RAG vs Fine-Tuning
- Knowledge Grounding Strategies
- Accuracy Improvement Through Retrieval
Giving AI a Long-Term Memory
- Short-Term vs Long-Term Memory Concepts
- Memory Persistence Strategies
- Session-Based Memory vs Database Retrieval
- Context Compression Techniques
Semantic Search vs. Keyword Search
- Embedding-Based Search Logic
- Relevance Scoring
- Query Optimisation Techniques
- Precision vs Recall Trade-Offs
Data Preparation for Agent Consumption
- Cleaning Unstructured Data
- Chunking Large Documents
- Removing Redundancy
- Standardising Document Formatting
Structuring PDFs for Retrieval
- Extracting Clean Text
- Removing Noise
- Formatting for Chunk-Based Indexing
- Improving Retrievability
Formatting Internal Wikis and Documentation
- Creating Structured Headings
- Designing Searchable Documentation
- Creating Q&A-Friendly Content
- Version Control and Updates
Practical Lab: The Company Brain
- Ingesting Large-Scale Documentation
- Cleaning and Chunking Documents
- Creating Embeddings and Indexing Logic
- Building a Knowledge Retrieval System
- Testing Retrieval Accuracy
- Achieving Accurate Question-Answering Across Complex Source Material

Module 3: Tool-Calling & Actionability

APIs for Non-Coders
- What APIs are in Simple Terms
- Request and Response Structure
- Authentication Basics
- JSON Structure Overview
- Rate Limits and Error Handling
How Agents Communicate with External Software
- Function-Calling Logic
- Trigger-Based Actions
- Passing Structured Data
- Validating External Responses
Connecting to Platforms such as Salesforce, HubSpot, and Shopify
- CRM Automation Scenarios
- Lead Management Workflows
- Updating Records Autonomously
- E-commerce Automation use Cases
Multi-Agent Orchestration
- Role-based Agent Design
- Hierarchical vs Collaborative Agents
- Task Delegation Models
- Conflict Resolution Between Agents
Designing Manager and Specialist Agent Roles
- Supervisor Agent Logic
- Task Routing Mechanisms
- Quality Assurance Layer
Coordinating the Researcher and Writer Agents
- Research Task Definition
- Data Validation Checkpoints
- Content Generation Alignment
- Output Consolidation
Practical Lab: The Automated Researcher
- Building a Three-Agent Team
- Designing Role Responsibilities
- Lead Identification and Company Research
- Structured Data Extraction
- Automated Personalised Email Drafting Within a CRM
- Testing Multi-Agent Coordination

Module 4: Deployment, Safety & Monitoring

Guardrails & Ethics
- Defining Operational Boundaries
- Ethical Usage Constraints
- Output Moderation Layers
- Access Control Principles
Preventing Prompt Injection Attacks
- Recognising Injection Attempts
- Input Validation Strategies
- Restricting External Instructions
- Sandboxing Untrusted Content
Eliminating Hallucination and Unintended Actions
- Output Verification Workflows
- Confidence Scoring
- Cross-Check Mechanisms
- Safe Fallback Responses
Human-in-the-Loop (HITL) Design
- When Human Approval is Required
- Escalation Thresholds
- Manual Override Mechanisms
- Accountability Logging
Defining Critical Action Thresholds
- Financial Transaction Limits
- Data Modification Controls
- High-risk Decision Triggers
- Escalation Policies
Building Permission and Approval Checkpoints Into Agent Workflows
- Role-based Access Design
- Workflow Approval States
- Audit trail Creation
- Compliance Reporting Readiness
Practical Lab: Live Deployment
- Deploying an Agent Into a Sandbox Environment
- Configuring Guardrails and Permissions
- Stress Testing With Complex Customer Scenarios
- Simulating Edge Cases
- Monitoring, Logging, and Iterating on Agent Behaviour
- Refining Based on Observed Failures

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.

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.

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

Train Your Workforce

Looking for AI Agents Foundation and Practitioner (The Builders) in-house or onsite training in Darwin? We specialise in corporate group training and bulk bookings for organisations of all sizes in Darwin. 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 Darwin venue

Includes..

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.

Darwin is situated in the northern territory of Australia. The population in Darwin has peaked at around 140,000. Darwin has become a gateway to countries such as Indonesia due to its close proximity to South East Asia. Darwin has a tropical climate with a wet and a dry season however it is known for having a consistently warm to hot climate all year round. Darwin’s schools cater for both local and overseas students with nearly 17,000 students enrolled in primary and secondary schools. There are a number of different government and independent schools with around 8,300 students enrolled between them. Darwin has over 30 primary schools and around 12 secondary schools as well as a small number of Catholic and Christian schools. The most popular university is the Charles Darwin University that has both academic and vocational courses on offer. Almost 6,000 students are enrolled in tertiary and further education courses in Darwin.

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

Online Instructor-Led Learning

Online Self-Paced Learning

Classroom Based Learning

Onsite Learning

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.

Live classes

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

Interactive

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

Global Pool of the Best Trainers

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

Expertise

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

Scalable Training Delivery

Access AI Agents Foundation and Practitioner (The Builders) in Darwin 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.

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.

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.

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.

Global Training Accessibility

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.

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.

Expert-Developed Content

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

Global Training Provider

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

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.

Interactive LMS

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

Experience the most sought-after learning style with The Knowledge Academy's AI Agents Foundation and Practitioner (The Builders) Course. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led AI Agents Foundation and Practitioner (The Builders) sessions.

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite AI Agents Foundation and Practitioner (The Builders) Course at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

Team building opportunity

Our AI Agents Foundation and Practitioner (The Builders) offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

AI Agents Foundation and Practitioner (The Builders) Schedule in Darwin

Online Instructor-Led

Online Self-Paced

Classroom

Onsite

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

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 Darwin 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 Darwin 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 Darwin?

The training fees for AI Agents Foundation and Practitioner (The Builders) in Darwin starts from AUD4795

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

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 Darwin?

Please see our Artificial Intelligence Courses courses available in Darwin

Customers Reviews

Request For Pricing

WHO WILL FUNDING THE COURSE?

My employer

I will

Not sure

+44

Courses Related to Artificial Intelligence Courses

Introduction to AI Course ChatGPT Prompt Engineering Certification Python Data Science Course Big Data Analysis AI Automation Course for Marketing

Why choose The Knowledge Academy

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

Our Clients

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water