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What our learners say

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Well organized and structured lesson

Mr Alvin is a very knowledgeable and eager to share his knowledge with the class, not forgetting his passion in this course. Lesson is well organized and structured. He took the time to further elaborate some small details to the class. Very thankful to Mr Alvin seriously.

A very professional training centre

A very professional training centre. Thank you Dr Alfred for training us in Agentic AI using claude code. As a person in the same industry, their service is top notch compared to others. Hope to be back again soon. Convenient location with comfortable classroom setting.

Excellent Course for Beginners

Really enjoyed Dr Alvin Ang's Machine Learning 101 for Financial Trading course. He has a jovial and engaging teaching style that makes even complex machine learning concepts easy to understand — we were never bored! What I found especially valuable was how he clearly showed where and how machine learning fits into the different stages of an AI trading system. The conceptual materials and sample Python codes shared were also very useful for further learning and experimentation after the course. A fair note for anyone considering the course: this is not a course on profitable trading strategies. It focuses on the fundamental building blocks of data-driven systematic trading, which I think is exactly what beginners need to build a solid foundation. Highly recommended for beginners, or anyone looking to refresh their ML knowledge and understand how it is being applied to systematic trading today. Thanks, Dr Alvin, for the great insights and enjoyable learning experience!

Takes his time to ensure students understand

Good training course provided by Dr Alvin Ang! Well-knowledgeable and takes his time to ensure his students understands the concept of the course (Excel Solver, Linear Programming). Very much well appreciated!