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

# Tag: Data Science

## Understanding Python 3.7 Dataclasses

Python dataclasses Python dataclasses is a built-in module which provides a decorator and functions for automatically adding generated special methods such as __init__() and __repr__()

## 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

## Data Visualization Using Seaborn

Data Visualization Seaborn plots Data Visualization Using Seaborn Seaborn is used for data visualization, and it is based on matplotlib. It provides a high-level interface for

## An Introduction to K-Nearest Neighbours Algorithm

KNN The K-Nearest Neighbours (KNN) algorithm is one of the simplest supervised machine learning algorithms that is used to solve both classification and regression problems.

## 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