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
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