Just like other programming languages, we use for loops to perform repetitive work in Python. The most general form of a for loop takes the following format in Python:

for item in iterable:
    # the operation goes here

We often use lists to store data in our project. We can…

Jupyter Notebook is a friendly Python editor for all levels — beginners and experienced Python users would like to use it from time to time or almost every day. For me, I like to use PyCharm when I script for utility modules. …

Machine learning (ML) is trending, and every company wants to leverage ML to help them better their products or services. Thus, we’ve been observing a growing demand for ML engineers, and such demand has drawn the attention of many people. …

With the growth of your project, you’ll inevitably define custom classes. In these classes, you can define a variety of methods that perform specific operations to satisfy the business needs.

From time to time, you or other users need to inspect these custom instances through their string representations.

Overview of the repr and str Functions

There are…

DevOps

Disclaimer: there is no conflict of interest. No sponsorship. I’m just introducing Streamlit based on my personal use experience with this tool.

Introduction

In a previous article that I published last month, I showed you how to deploy a Streamlit web app for free by hosting your app on Streamlit Sharing…

Besides texts and numbers, dates are a very common data type in our datasets. When we use Pandas to process dates, it’s definitely not the most straightforward task for most data scientists. When I began to use Pandas, I wasn’t familiar with date-related features, so every time when I dealt…

Web apps are the most effective way to showcase your work, because they’re platform-independent and highly interactive. If Python is the language of your choice, you’re offered with options, including Django and Flask, two leading frameworks for web development in Python. …

When we present data to convey information, the most effective way that maximize information delivery is using figures, which is consistent with the wiring of our brain — most of the information that we take is in the form of visuals. …