• Study guide for AIAP Assessment 1 (2022)

    This is for aspiring candidates of the AI Apprenticeship Programme (AIAP) by AI Singapore. I have compiled a list of must-learn topics based on my own experience of doing Assessment 1’s multiple choice questions (MCQs) in June 2022 (Batch 11) and September 2022 (Batch 12). This study guide is not meant to be some kind […]


  • AISG’s “Foundations in AI”: What to do if you get stuck

    29 September 2022 (This article is best viewed on a desktop or laptop screen, not on mobile.) A young gentleman called Jacob reached out to me yesterday, because he had questions about a course called “Foundations in AI” which he is doing under the AI for Industry (AI4I) learning programme by AI Singapore (AISG). He […]

  • I made a machine learning meme

    It’s for my A.I. study group, and it’s meant to motivate and encourage myself and others who are on this learning journey.

  • Recommended learning resources for Python, A.I. and machine learning

    Artificial intelligence / machine learning has been all over the news. This is a field that excites me and I’m aiming to transition into data engineering in the near future. In the last 2 or 3 years before 2022, I had been reading several books and an endless stream of online articles about AI/ML. I […]

  • Tips for doing Orange hands-on practice in AI4I® – Literacy in AI

    This blog article refers to the introductory “AI4I® – Literacy in AI” module of the excellent online course, AI for Industry a.k.a. AI4I, offered by AI Singapore. (This introductory module is free. The next part of AI4I, Foundations in AI, requires you to pay for a premium membership. It costs about S$150 and is well […]

  • How to take part online in 24-Hour Comics Day in 2020

    24-Hour Comics Day is an annual international creative challenge where artists each attempt to create a 24-page comic book story within 24 hours. It happens worldwide on the first weekend of October — that’s 3rd and 4th October 2020, across all time zones. In 2020, because of the Covid-19 pandemic, Marco Davanzo, the main event […]

  • Choosing a video conferencing platform to host your 24-Hour Comics Day in 2020

    In 2020, because of the Covid-19 pandemic, all 24-Hour Comics Day (24HCD) events will be taking place online. If you are planning to host your own online event, you may be confused by all the different video conferencing platforms available out there. Which ones are free, and which do you have to pay for? To […]