Basics of Probability, Probability Distributions Inferential Statistics Inferential Statistics allows you to make predictions(inferences) from data. Most often, we will work with a large amount

# Category: Statistics

## Confusion Matrix — Clearly Explained

Confusion Matrix In machine learning, the confusion matrix helps to summarize the performance of classification models. From the confusion matrix, we can calculate many

## Correlation Coefficient — Clearly Explained

Correlation Coefficient In machine learning, before we generate any model, we need to understand the relationship between independent variables and the target variable. The correlation

## Understanding Statistical Hypothesis Testing

Statistics Hypothesis testing, p-value, types of t-test, and much more Inferential Statistics Inferential statistics allow you to draw inferences about the population from the sample. It

## Exploring Descriptive Statistics Using Pandas and Seaborn

Descriptive Statistics in Python Descriptive statistics include those that summarize the central tendency, dispersion, and shape of a dataset’s distribution. Measure of central tendency Measure