📌 Please understand that this is a mini-series consisting of only two sessions, scheduled back-to-back—one on Thursday and the next on Friday, within less than 24 hours of each other.

Because of the highly connected nature of these sessions, I kindly and strongly advise the following:

• ⚠️ If you cannot attend both sessions in full, please reconsider joining.

I cannot restrict or mandate attendance, nor prevent anyone from registering—but I can humbly request that you only register if you’re committed to attending both sessions from start to end.

• ❗The second session is deeply dependent on the first. If you miss Thursday’s class, you will most likely not be able to understand the content in Friday’s session, as the foundation and context will already be covered and built upon.

⸻ 📚 Prerequisite Knowledge: Basic Probability Also, I must clearly state: If you do not already have a basic understanding of probability, then I do not recommend joining this mini-series. Not because I want to exclude anyone—in fact, I welcome everyone—but because I’m genuinely concerned that if your foundational knowledge is weak, you won’t be able to benefit from the topics we’ll explore. The concepts of conditional probability, mutually exclusive events, and independent events are more advanced and rely heavily on solid basics. ⸻ ✅ What to Do If You’re Not Yet Ready If your basic concepts in probability aren’t strong, I highly recommend that you first complete the following Khan Academy lessons & the document that I have shared. (I have shared the links in the description.) Once you complete the above and feel confident, you are most welcome to join future sessions or reach out for guidance.