Probability Fundamentals on DATATWEETShttps://datatweets.com/courses/statistics/probability-fundamentals/Recent content in Probability Fundamentals on DATATWEETSHugoenCopyright (c) 2025 DatatweetsSat, 27 Jun 2026 09:00:00 +0200Lesson 1 - Estimating Probabilitieshttps://datatweets.com/courses/statistics/probability-fundamentals/lesson-1-estimating-probabilities/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/statistics/probability-fundamentals/lesson-1-estimating-probabilities/A probability is a number between 0 and 1. Estimate it as a relative frequency from real data, calculate it from equally likely outcomes, and watch a simulated coin converge on 0.5 as the law of large numbers takes hold.Lesson 2 - Probability Ruleshttps://datatweets.com/courses/statistics/probability-fundamentals/lesson-2-probability-rules/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/statistics/probability-fundamentals/lesson-2-probability-rules/Meet sample spaces, events, and the probability axioms, then master the two rules you reach for first — the complement rule for ’not’ and the addition rule for ‘or’ (mutually exclusive and general).Lesson 3 - Solving Complex Probability Problemshttps://datatweets.com/courses/statistics/probability-fundamentals/lesson-3-solving-complex-probability-problems/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/statistics/probability-fundamentals/lesson-3-solving-complex-probability-problems/Combine events with the multiplication rule, tell independent from dependent events using real penguin data, preview conditional probability, and solve ‘at least one’ problems with the complement.Lesson 4 - Permutations and Combinationshttps://datatweets.com/courses/statistics/probability-fundamentals/lesson-4-permutations-and-combinations/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/statistics/probability-fundamentals/lesson-4-permutations-and-combinations/Learn to count the ways things can happen: the counting principle, factorials, permutations (order matters) and combinations (order doesn’t), and how to turn those counts into probabilities.Lesson 5 - Guided Project: The Odds of the Lotteryhttps://datatweets.com/courses/statistics/probability-fundamentals/lesson-5-guided-project-lottery-odds/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/statistics/probability-fundamentals/lesson-5-guided-project-lottery-odds/The module capstone: use counting, combinations, and the probability rules to compute the true odds of a 6/49 lottery — the jackpot, every partial win, how many tickets buy a real chance, and why no ’lucky’ combination beats the math.