Workshop: Seeing Probability — LLN, the CLT, and Python (25 July & 1 August)

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Registration is open for Seeing Probability: The Law of Large Numbers, the CLT, and Python — a two-day live workshop on 25 July and 1 August 2026. It uses Python simulations to make two central results in probability visible: what convergence looks like when it holds, and what happens when its assumptions are violated.

\[ \bar{X}_n \xrightarrow{\,p\,} \mu \qquad\qquad \sqrt{n}\,(\bar{X}_n-\mu) \xrightarrow{\,d\,} \mathcal{N}(0,\sigma^2) \]

Python is used as a tool for exploring the mathematics, not as a separate subject. No prior programming experience is required, though you should be comfortable with undergraduate-level probability. All code runs in Google Colab, so nothing needs to be installed.

  • Dates: 25 July and 1 August 2026 — two 3-hour live sessions, one week apart
  • Timings: 10:00 AM – 2:00 PM IST
  • Mode: Online via Google Meet
  • Class size: limited to 20 students
  • Fee: ₹2,500

Full details, including what the two days cover, are on the Workshops & Other Courses page. Register here.