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L211 - Journey into AI and ML

A dynamic, beginner-friendly AI/ML course that blends hands-on training in object detection, voice recognition, decision trees, and supervised to reinforcement learning into fun, real-world scenarios

Student coding an AI project using Lyza Education's CodeLab platform

Age‑Appropriate, Project‑Based Coding Classes

We offer structured, age-tiered programmes with tailored content suitable for various age groups.

Tech-driven Teaching Team

Founded by Lizhang, an Imperial College London alumnus and seasoned Senior Software Engineer with more than 5 years at top tech firms like Meta and Amazon, Lyza Education brings industry-grade expertise directly into the classroom, with our teachers hailing from prestigious institutions across Singapore, UK and Australia.

Comprehensive Learning Tracking

Lyza's cloud‑based platform documents all student progress, from lesson feedback and certificates to project portfolios, ideal for tracking tech skills and supporting DSA applications.

Hands-On, Real-World Application Through Projects

Students gain experience in object detection, voice recognition, decision trees, and other AI use cases like scenarios with Kebbi (at the zoo, on the road). This hands-on approach bridges theory and practice, reinforcing concepts through meaningful projects.

Engaging and Learner-Friendly Format

We understand that AI and ML concepts are actually very advanced, but we aim to simplify them by teaching them the concepts of how to make use of AI packages to create their own projects, with elements like a pronunciation test and engaging, real-life narrative scenarios. The flexible structure, allowing students to explore voice recognition, supervised/unsupervised learning, and decision tree logic at their own pace, makes AI approachable and manageable.

Small Class Size & Structured Curriculum for Continuity

With a 1:6 teacher‑student ratio, across a structured five‑lesson course, children get personalised support and a clear pathway to progress in coding, game development, AI and IoT

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A student trying out Image Recognition
Myriad of Formats

We make coding and STEM easy to access across Singapore, with flagship and satellite centres in various parts of Singapore, including Orchard, our flagship campus, conveniently located at Far East Shopping Centre and easily reachable via MRT and buses, making drop-off and pick-up a breeze for many parents.

Our weekly hands-on lessons allow students to learn, recap and bring home projects each week, reinforcing retention and boosting confidence.

 

We also run immersive holidays camps - available in two or three day formats, perfect for families looking for enriching, fun activities during school breaks.

Course Outline

  • Introduction to AI, Object Detection & Voice Recognition

    • What is Artificial Intelligence & Machine Learning?

    • Object Detection: Concepts & Examples

    • Voice Recognition Basics

  • Supervised, Unsupervised & Reinforcement Learning Applications

    • Various types of Machine Learning (Supervised, Unsupervised, Reinforced)​

  • ML Models: Labels, Data & Real-World Application

    • Labels​

    • Data

  • Functions and Decision Trees

    • Learning how computers make decisions​

    • Creating decision trees

  • Capstone Final Project: Plan, Build & Present

    • Project Planning​

    • Writing Decision Tree Logic in Pseudocode/Flowchart

    • Project Development

    • Project Presentation

Create projects such as:

  1. Human detection system

  2. Decision trees based on Weather

  3. Image Recognition of various objects

Student-Teacher Ratio: 1:6

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Start your child's coding journey!

Lyza Education lower primary coding trial class

Register your interest for a trial class!

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