[ FROM OUR BLOG ]
A practitioner's guide to advanced transactional accounting with Xero — complex invoicing, multicurrency, budgeting and reporting — plus up to 70% WSQ funding for SG learners.
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AI filled the world's data centers with GPUs. The next build-out is already being planned around quantum processors, and S&P Global expects them to land in leased data centers rather than only national labs. Here is what that means for Singapore, and for the cryptography protecting your data today.
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A 24-person cohort from PUB, Singapore’s National Water Agency, explored practical, human-verified uses of Copilot for FMEA, DMAIC and SPC.
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Stop building slide decks the hard way. Learn a three-layer workflow where agentic AI researches your content, generative AI tools like Gamma, Napkin and Copilot build the deck, and your presentation skills turn the output into a persuasive business story.
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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!
I had the pleasure of learning Data Analysis with Python under Dr. Alvin Ang. He explained the concepts clearly and made the lessons easy to follow, even for someone who was still new to Python and data analysis. His practical examples and step-by-step teaching approach helped me better understand how Python can be used to analyse data. Dr. Alvin was also patient, encouraging and always willing to clarify our questions. I would highly recommend him to anyone who wants to build a strong foundation in Python and data analysis.
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.
