Probability Distributions

Overview

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Learn about various probability distributions in this comprehensive tutorial series. Explore discrete uniform, binomial, Bernoulli, Poisson, normal, standard normal, Student's T, and chi-squared distributions. Gain a solid foundation in probability theory and its applications in data science and statistics. Enhance your understanding of these crucial concepts to advance your career in the field of data science.

Syllabus

Introduction to Probability Distributions.
Probability: Types of Distributions.
Introduction to Discrete Uniform Distribution.
Probability: Binomial Distribution.
Bernoulli Distribution.
Data Science & Statistics Tutorial: The Poisson Distribution.
Understanding the Normal Distribution [Statistics Tutorial].
Standard Normal Distribution.
Introduction to Probability: Student's T Distribution.
Data Science & Statistics: Chi-Squared Distribution.
Introduction to Probability | 365 Data Science Online Course.