Curated Video
Statistics & Mathematics for Data Science and Data Analytics - Real-Life Problems
New ReviewThis lecture will look at real-life examples to understand the probability distributions, mostly the binomial and Poisson distributions.
Curated Video
Statistics & Mathematics for Data Science and Data Analytics - Poisson Distribution
New ReviewWe will look at another important distribution named after the French mathematician, Simeon Denis Poisson.
Curated Video
Probability Statistics - The Foundations of Machine Learning - Discrete Distributions Through Code
In this video, we will cover discrete distributions through code. This clip is from the chapter "Random Variables - Rationale and Applications" of the series "Probability / Statistics - The Foundations of Machine Learning".In this...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Expectations: Law of Large Numbers Famous Distributions
In this video, we will cover law of large numbers famous distributions. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and...
Khan Academy
Poisson Process 1, Probability and Statistics
Sal's lesson begins with a word problem about the number of cars that pass by a certain point at any given time. Using (and explaining) the Poisson Process, Sal outlines the necessary assumptions and "mathematical tools" to solve this...
Khan Academy
Poisson Process 2, Probability and Statistics
Continuing his discussion of the Poisson Distribution (or Process) from the previous video, Sal takes students through the derivation of the traffic problem he had begun. The math gets gritty in this video as Sal takes out the graphic...
Khan Academy
Khan Academy: Statistics: Poisson Process 2
Video continues the explanation of the derivation of the Poisson formula from previous video by referencing an example about the number of cars passing a certain point. Brief example of using the formula is given. Video is also included...
Khan Academy
Khan Academy: Poisson Process: Poisson Process 2
A video about the derivation of the Poisson formula.