S202: Machine Learning & AI (Artificial Intelligence)
Ages 13 – 18
Create human-like programs
Ever wondered how Siri was programmed? Want to learn about the self-driving cars which is poised to replace all drivers in the world? Students will learn the fundamentals of Artificial Intelligence and Machine Learning. How it is possible to make computers learn. How we model learning and how we can develop a simple AI.
In this course, students will learn the fundamental components that makes an Artificial Intelligence. Students will be introduced to Machine Learning concepts, the statistical techniques to give computer systems the ability to “learn” with data. Students will use Pandas, a popular module in Python used for data analysis and machine learning, to analyse real world data and train their own basic learning system.
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Introduction to Artificial Intelligence
What is an AI?
Understand how AI work
Introduction to Machine Learning
What is Machine Learning?
Understand data analysis
Creating a learning system
Using Pandas for machine learning
Training a learning system
Ages 13 to 18
Completed S121: Python 3 and S121P Challenges (min. Level 6)
Passed placement test
All materials and equipment provided
Maximum 1:10 Instructor-Student ratio
20 hours duration
9 King Albert Park (KAP Mall) #02-21, 598332
80 Marine Parade Road #10-06, 449269
Coding Lab Student Feature: Lauren Yeo, 14, Methodist Girls’ School, (IB) Programme
Meet Lauren, the child music prodigy who, at the age of 9, sang at Carnegie Hall after winning 1st place at the American Protégé International Voice Competition in New York. Also a self-confessed Science nerd, and a member of her school Science Club and MENSA, Lauren is living proof that arts and science can go together.
Coding Lab Student Feature: Josephine, 14, Raffles Girls School
Meet our talented student, Josephine, 14. A member of her school’s Infocomm club, she started with Coding Lab in 2017, where she was first introduced to Python programming. She has since progressed upward and can now count programming in C++ as another skill under her belt.
Coding Lab Student Feature: Surya, 14, Raffles Institution
Surya Nayar, 14, is no ordinary student. At his young age, he can count Python and C++ programming skills under his belt. This savvy student wrote his own stock rating algorithm after attending a Masterclass on Data Analytics with us.