Naive Bayes Introduction
Naive Bayes is a supervised classification algorithm based on Bayes’ theorem with an assumption of independence among predictors. […]
probability
Bayes’ Theorem Introduction
Bayes’ Theorem is an important concept in Data Science. It is widely used in Machine Learning as a […]
Hypothesis Test of a Coin Toss
Let’s look at a simplified hypothesis test. To begin learning about hypothesis testing, let’s look at a very […]
Conditional Probability
Let’s discuss how to calculate probability for two or more dependent events. This type of probability is known […]
The Normal Distribution
The normal distribution is a continuous probability distribution that is symmetrical on both sides of the mean and […]
Binomial Probability Distributions
Identifying the distribution of your data is a key step in any analysis. It might be binomial or […]
Probability Distributions
The successful study of probability distributions depends on your understanding of basic probability. You can use probability distributions […]
Probability Introduction
Probability is the branch of mathematics that deals with measuring and quantifying uncertainty. Probability uses math to describe […]