Why this Website?

This website is my one-stop solution to everything Data Science. I store important links here. I store the html versions of all my python notebooks which I used while learning. Whenever need any help, this is where I come.

Data Analysis & Visualisation

College Majors Analysis

Introduction to Pandas and basic pandas functions

Programming Languages

Introduction to Matplotlib. Use of groupby() and Rolling Mean

Legos

Use of aggregate() and merging in pandas

Google Trends

Working with time series data.

Google Play Store

Introduction and advanced plotting with plotly.

Intro to Numpy

Introduction to Numpy and the N-Dimensional Array

Highest Grossing Films

Seaborn & Linear Regression using seaborn and sklearn

Nobel Prize Analysis

Use of pandas, seaborn, matplotlib, plotly and linear regression.

Regression Analysis

Simple Linear Regression

This model aims to predict continuous real numbers, like salary or a temperature.

Multiple Linear Regression

For Multiple Linear Regression, there are more than 1 IVs.

Polynomial Regression

Used for non-linear predictions.