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: Python

## 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__()

## 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

## Understanding Decision Trees in Machine Learning

The math behind decision trees and how to implement them using Python and sklearn Decision Trees The decision tree is a type of supervised machine

## Logistic Regression in Python

Logistic Regression in Python Logistic Regression is used for classification problems in machine learning. It is used to deal with binary classification and multiclass classification.