Natassha Selvaraj

Getting Started

How I Tripled My Income in One Year

And 7 steps you can take to do the same.

Logistic Regression Explained in 7 Minutes.

Logistic regression is one of the most commonly used predictive models by data scientists. In this article, I will explain some of the theory behind logistic regression so that you get an intuitive understanding of how it works. Then, I will dive into the metrics used to evaluate logistic regression

Opinion

5 Free Resources to Learn Math for Data Science

If you want to learn data science and don't have a background in math, start here.

Data Science in Marketing: A Beginner’s Guide

How to stand out and land a marketing data science role

Handpicked learning resources to break into the data industry

Become job ready by enhancing your skillset

Tutorials

Twitter Sentiment Analysis with Python

Scrape Twitter data and analyze trends in sentiment over time

A Gentle Introduction to MLOps

Your job doesn't start and end with model building

Tutorials

Deploy your machine learning web app to Heroku

A step by step guide on deploying your Flask web application to Heroku

Tutorials

Build a machine learning web app in Python

Code along and deploy your first machine learning web application in 7 minutes.

Projects

A Complete Data Analytics Project with Python

Data collection, analysis, visualization, and presentation.

How to learn faster

And remember better

Tutorials

RFM Analysis with Python

A complete guide on evaluating customer value with Python.

Data science isn’t your only career option.

A breakdown of high paying data related careers in 2021

Tutorials

Build a Dash app with Python in 7 minutes

Create a beautiful visualization app with Python from scratch

Opinion

Real Data Scientists Don’t Exist

We’re all just impostors hiding behind a veil of fancy terms

Opinion

Master a new skill by practicing the "every day rule"

Doing something every day for a year will change your life.

Tutorials

Geocoding in Python: A Complete Guide

A step-by-step tutorial on geocoding with Python

Tutorials

Introduction to MySQL with Python

Access and manipulate MySQL databases with Python

Opinion Featured

Don't Think. Just Start.

Don't let overthinking hinder your progress.

Getting Started

A Complete Data Science Roadmap in 2021

Build your own data science curriculum with online resources.

Tutorials

Scrape Twitter data with Python

A complete guide on collecting and storing Tweets.

Projects

Sentiment analysis of the biggest YouTube feud of all time

What does the data say?

Opinion

Why do data scientists quit their jobs so often?

And how to make sure you don't end up like them.

How the pandemic changed my life

The Covid-19 pandemic kickstarted my data science journey.

Tutorials

Ridge and Lasso Regression

In this article, you will learn about two powerful regularization techniques in linear regression.