Roll the dice with Python: building a monopoly simulation from scratch for fun and learning — Are you ready to bring the excitement of Monopoly to life with your coding skills? Get ready to roll the dice with Python and embark on a thrilling journey of creating your very own Monopoly game board simulation! …

Basic understanding of docker and how to run Python flask application as a docker container — Do you want to simplify your Python Flask application deployment and ensure consistent performance across different environments? Look no further! Dive into the world of Docker and learn how to deploy your Flask application with ease. Unleash the power of containerization and create portable, reproducible, and efficient deployments.

Advance your data storytelling through visualization with multiplot and subplot — When stakeholders in your company ask you to analyze the data and deliver it to them through data visualization, you might use a simple and single plot for one insight or information. What if the stakeholders ask you to overlap the information that you’ve created with another data or dimension…

Learn how to customize a basic matplotlib plot and make it looks professional in less than 1 hour — If you are a person who start the journey with Python for data science, this article is made for you. One of the skills you must master at the beginning of your data science journey is data exploration through visualization. In fact, there are a lot of visualization tools out…

How to generate bootstrapped samples for calculating the confidence interval and two-sample hypothesis testing — We have already known that the most common statistical technique used for hypothesis testing is known as parametric statistics. It is based on the distribution assumptions like Normal distribution or other distributions. What if our data doesn't follow any distributions for the basic principle of using parametric statistics? Can we…

How to deploy a flask application to Heroku via Heroku CLI and git — After we have created a user interface for loan approval prediction in the previous article, the app can be tested on our local computer to check for any errors and result in expectations. However, our goal has yet to be reached because it is not deployed. It means that the…

How to build a user interface for loan approval prediction app and set up the backend using flask — After developing a robust machine learning model using xgboost in the previous part, in this article, we will focus our attention on the development of the user interface and the backend logic. Thus, we will discuss a lot about the HTML, CSS, and Python logic using flask. …

How to prepare the data and develop a machine learning model for the loan approval prediction app — It is the first part of the series of end-to-end machine learning model deployments. In this part, we have a lot of work to do in preparing the data set, creating a robust machine-learning model, and how to store the model for the production app. …

Why we should switch the door in the long run for a better opportunity in winning the game show — Monty Hall's problem is one of the veridical paradoxes in Statistics that have been discussed among statisticians in the world after Marilyn vos Savant published a column in Parade Magazine related to the strategy for winning the Let’s Make a Deal game show. …