Overview

Minimal workload, Maximum productivity

  • ✔️

    Learn to identify and break down repetitive tasks

  • ✔️

    Understand how LLMs work and leverage them effectively

  • ✔️

    Master the fundamentals of prompting

  • ✔️

    Build automations and agents to support your work

n8n n8n
LLms LLms
Data management Data management
Tools and Systems Tools and Systems

This course is for you if

  • ✔️

    You want to integrate the latest in AI with your workflow

  • ✔️

    You want to save time on repetitive tasks, to focus on what matters

  • ✔️

    You want to leverage AI Agents but don't know how to code

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Curriculum

What you’ll learn in this Automations and AI Agents Course

Navigate the entire ecosystem of the most disruptive AI technology.

Starting from soft skills required to strategise and identify workflows, all the way to creating actual autonomous AI Agents working for you, this course ensures you leave with the ability to maximise your output.

5h

Familiarise yourself with the industry

The shift from simple automations to intelligent agents is reshaping how work gets done. Understand the key components like LLMs, RAG, and orchestrators and why they’re at the core of modern AI workflows.

What you will do in practice:

  • Understand what makes effective work in today's landscape
  • Identify real-world problems suited for automation or agentic solutions

5h

Understand what makes AI work

Go behind the scenes of Large Language Models and learn how to work with them productively and not just chat with them.

What you will do in practice:

  • Understand tokenisation, context length, and model limitations
  • Explore the difference between instruct, chat, and completion-style models

Software and languages you will learn:

OpenAI APIs OpenAI APIs

5h

Write better prompts, build better agents

Prompting is the skill that powers every AI agent. Learn the fundamentals of writing prompts to consistently achieve the outcome you want and apply them to real workflows.

What you will do in practice:

  • Use prompting patterns like zero-shot, few-shot, and structured input
  • Test and refine prompts that power actual automations and decisions

2.5H

Make your agents smarter with your own data

Combine the power of LLMs with external data to overcome hallucination and improve accuracy. Learn the principles of Retrieval-Augmented Generation.

What you will do in practice:

  • Understand the basics of how vector databases work
  • Set up a RAG pipeline to query your own documents

10H

Connect the dots between tools, APIs, and actions

Build functional workflows with no-code tools like n8n. Learn how to move data, trigger events, and structure processes so that they can eventually support autonomous behaviour.

What you will do in practice:

  • Automate tasks across tools using n8n
  • Set up webhooks, logic branches, and event-based flows

10H

Go beyond workflows, build agents that think

Learn how to design agents that not only automate but decide, reason, and adapt. Bring together prompting, tools, and structure to create agents with a defined purpose and behaviour.

What you will do in practice:

  • Design multi-step agentic flows
  • Incorporate decision-making, memory, and tool use

5h

Build something real that solves a real problem

Apply everything you’ve learned to create your own AI agent for a personal or professional use case. Your final project will demonstrate practical value and will be something you’ll actually use.

What you will do in practice:

  • Build and showcase a fully functional AI agent
  • Receive feedback and iterate on your solution

our method

Boost your skills learning from data software experts

With skilled and helpful teachers, you'll rapidly learn hands-on skills and build a strong foundation to further advance your career.

  • ✔️

    Apply your skills to real-world data

  • ✔️

    Gain lifetime access to Le Wagon's learning platform

Singapore-WebDev-class-1

Interested to find out more about the course?

Download the syllabus or get talking to our advisors to understand more about how this course can work specifically for you!

✔

Understand the goal of this skill course

✔

Find out how the syllabus works for you

✔

Understand our methodology

Get more information

Financing

Subsidies available

Through SkillsFuture and UTAP, you'll be able master building AI Agents without breaking the bank!

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Upcoming sessions

Next sessions

  • Pace
    Dates
    Timezone
    Location
    Price
  • Part-time
    Jul 14 -> Sep 4
    Singapore (GMT +8)
    Online
    $1,600 (Early Bird)
  • Part-time
    Aug 11 -> Sep 29
    Singapore (GMT +8)
    Online
    $2,400
  • Part-time
    Aug 11 -> Sep 29
    Singapore (GMT +8)
    $2,400

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