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What our learners say

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★ ★ ★ ★ ★

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!
AF
Aidie Fadlie WSQ - Decision-Making and Resource Optimization with Linear Programming
★ ★ ★ ★ ★

A luminary in the field of data science

Few can claim to know such a luminary in the field of data science as Dr Alvin Ang. Our correspondence has led me to realize the sheer breadth and depth of the field of data science. Only a true expert like Dr Ang could have revealed to me through his advocacy, teaching, publications, and real world experience how diverse the field truly is. From the very start I was star-struck, first by his academic achievements — a doctorate in Operations Research, a master's in Logistics and a bachelor's in Engineering, all from the world renowned Nanyang Technological University — and then by his experience in industry as well as in academia as a lecturer, trainer, consultant and analyst. He continues to impress and inspire me with his achievements. I highly recommend Dr Ang as the most reputable data scientist that I have been fortunate to know.
AL
Anthony John Louis CASL - Data Analytics and Visualization with R
★ ★ ★ ★ ★

Complex concepts broken down into practical examples

I had the opportunity to attend Dr. Alvin Ang's Data Analysis with Python course, and it was a great learning experience. As someone who was relatively new to Python, I found his teaching style clear, structured, and easy to follow. He breaks down complex concepts into simple, practical examples that make learning much less intimidating. Dr. Alvin is patient, knowledgeable, and always willing to answer questions to ensure everyone understands the material. The hands-on exercises gave me confidence to apply Python to real-world data analysis tasks. I highly recommend Dr. Alvin Ang to anyone looking to build a strong foundation in Python, data analysis, or AI. Thank you for an excellent course!
KL
Kian Yee Lim WSQ - Data Analytics and Visualization with Python
★ ★ ★ ★ ★

A very engaging and knowledgeable trainer

Dr Alvin Ang is a very engaging and knowledgeable trainer. During the course, Machine Learning 101 for Financial Trading he explains concepts clearly and uses practical examples that make the lessons easy to understand. He also show us where and how we can learn further. I enjoyed the class and learning is easy. Thank you for the great learning experience!
WC
Wai Mun Chia IBF - Machine Learning 101 for Financial Trading