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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!
I had the privilege of being trained by Dr. Alvin Ang during a Statistics with Excel course at Tertiary Infotech, and I am truly grateful for the experience. Dr. Alvin has a very clear and structured teaching style that made complex statistical concepts easy to understand, even for someone without a strong background in the subject. He guided us through practical tools such as Excel Analysis ToolPak, covering techniques like hypothesis testing, t-tests, ANOVA, and data visualization in a very hands-on and engaging way. What stood out most was his humor, patience and willingness to ensure every learner have a good time and kept up. He created an environment where asking questions was encouraged, which really helped build my confidence in applying these skills. Thanks to his guidance, I have been able to apply what I learned to my work and continue developing my data analysis skills. I highly recommend Dr. Alvin to anyone looking to build a strong foundation in statistics and data analysis. Thank you again for your guidance and support, Dr. Alvin.
My biggest THANK YOU for the workshop on Claude! Cos you structured it so easily to follow, and easy to execute, I digested well. Thank you 师父 (master)!!
I had the privilege of attending a course R Programming Fundamentals and Statistics under Alvin. The practical examples and clear explanation enabled me to grasp the concepts easily. His engaging teaching style encouraged me to ask more questions, and he took the time to patiently explain through concepts. I would highly recommend his courses to those interested in furthering their understanding of R programming!
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