Natassha

30 posts published

Twitter Sentiment Analysis with Python

Twitter Sentiment Analysis with Python

Scrape Twitter data and analyze trends in sentiment over time

A Gentle Introduction to MLOps

A Gentle Introduction to MLOps

Your job doesn't start and end with model building

Deploy your machine learning web app to Heroku

Deploy your machine learning web app to Heroku

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

Build a machine learning web app in Python

Build a machine learning web app in Python

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

A Complete Data Analytics Project with Python

A Complete Data Analytics Project with Python

Data collection, analysis, visualization, and presentation.

How to learn faster

How to learn faster

And remember better

RFM Analysis with Python

RFM Analysis with Python

A complete guide on evaluating customer value with Python.

Data science isn’t your only career option.

Data science isn’t your only career option.

A breakdown of high paying data related careers in 2021

Build a Dash app with Python in 7 minutes

Build a Dash app with Python in 7 minutes

Create a beautiful visualization app with Python from scratch

Real Data Scientists Don’t Exist

Real Data Scientists Don’t Exist

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

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

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

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

Geocoding in Python: A Complete Guide

Geocoding in Python: A Complete Guide

A step-by-step tutorial on geocoding with Python

Introduction to MySQL with Python

Introduction to MySQL with Python

Access and manipulate MySQL databases with Python

Don't Think. Just Start.

Don't Think. Just Start.

Don't let overthinking hinder your progress.

A Complete Data Science Roadmap in 2021

Getting Started

A Complete Data Science Roadmap in 2021

Build your own data science curriculum with online resources.

Scrape Twitter data with Python

Scrape Twitter data with Python

A complete guide on collecting and storing Tweets.

Sentiment analysis of the biggest YouTube feud of all time

Sentiment analysis of the biggest YouTube feud of all time

What does the data say?

Why do data scientists quit their jobs so often?

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

How the pandemic changed my life

The Covid-19 pandemic kickstarted my data science journey.

Ridge and Lasso Regression

Ridge and Lasso Regression

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

Customer segmentation with Python

Customer segmentation with Python

Learn to build a K-Means clustering algorithm for customer segmentation in Python.

Do you need a Master's degree to become a data scientist?

Do you need a Master's degree to become a data scientist?

Don't let gatekeeping stop you from landing the job of your dreams.

Linear regression in plain English

Linear regression in plain English

A gentle introduction to linear regression - explanation + Python codes

The Bias Variance Trade-off

In this article, I'm going to break down an important topic in machine learning called the bias-variance trade-off. Before going into detail about what the terms bias and variance mean, it is important to understand two other concepts: overfitting and underfitting. Overfitting vs UnderfittingWhen a model fits very well to

Scraping reviews of my favourite book on Amazon

Scraping reviews of my favourite book on Amazon

Build a web scraper with Python in less than 5 minutes.