Line of Best Fit in Linear Regression

Correlation Coefficient, Coefficient of determination, Model Coefficient Photo by Laura James from Pexels Linear Regression Linear Regression is one of the most important algorithms in machine

Data Cleaning — How to Handle Missing Values in Pandas

Drop Values, Fill Values, Replace Values Photo by Gabby K from Pexels Handling Missing Values in Pandas Data Cleaning is one of the important steps in EDA. Data

Central Limit Theorem — Clearly Explained

Sampling Distributions, Standard Error Photo by Archie Binamira from Pexels Central Limit Theorem Central Limit Theorem is one of the important concepts in Inferential Statistics. Inferential Statistics means

Inferential Statistics for Data Science

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

Beginner’s Guide to NumPy for Data Science

Data Science Learn about NumPy from scratch Photo by Black ice from Pexels NumPy NumPy stands for Numerical Python.NumPy is one of the powerful python libraries that

Understanding Higher-Order Functions With Simple Examples in Python

Master the map, filter, and reduce functions Photo by Ady April on Pexels. Higher-order functions are functions that take a function as a parameter and/or return