In Pandas, the groupby functionality is a powerful tool for splitting a DataFrame into groups […]

## Gradient Descent from scratch

What is Gradient Descent? Intuition: Mathematical Formulation: Code from Scratch: Visualization : Effect of Learning […]

## Pandas DataFrame

Datasets : pandas dataframe (kaggle.com) Creating DataFrame Using Lists Using Dictionaries Using read_csv DataFrame Attributes […]

## Multiple Linear Regression (MLR)

Introduction to Multiple Linear Regression (MLR) Multiple Linear Regression (MLR) is an extension of Simple […]

## What is Pandas

Pandas is a fast, powerful, flexible and easy-to-use open-source data analysis and manipulation tool,built on […]

## Simple Linear Regression

Introduction and Types of Linear Regression Linear regression is a fundamental statistical and machine learning […]

## Introduction to Machine Learning

About Machine Learning (History and Definition): Types of ML: 2. Unsupervised Machine Learning: 3. Semi-Supervised […]

## NumPy Tricks

np.sort The np.sort function is used to return a sorted copy of a NumPy array. […]

## Advanced Numpy

Numpy Array vs Python List: Advanced, Fancy, and Boolean Indexing Advanced Indexing in Numpy In […]

## Principle component Analysis (PCA)

It’s crucial to acknowledge that PCA’s effectiveness is influenced by the data’s scale, and it […]