I. Overview 1.1 Background Introduction In operations and maintenance work, a large number of repetitive tasks occupy 60%-80% of engineers’ time: log analysis, batch operations, monitoring and alerting, resource cleanup,…
Repetitive tasks are always time-consuming and boring. Think about wanting to crop 100 photos one by one, or tasks like fetching APIs, correcting spelling and grammar—all of these tasks take…
Today, a colleague handed me a .pyd file and asked me to run some data analysis. I was completely stumped… I wonder how many of our readers know how to…
LaTeX is a typesetting system based on ΤΕΧ, exceptionally good at displaying complex mathematical formulas. latexify is a Python library that generates LaTeX mathematical expressions. This project can easily generate descriptions of…
Exploratory Data Analysis (EDA) is a crucial part of data science model development and dataset investigation. When presented with a new dataset, a significant amount of time is often spent…
With the growing demand for office automation, creating your own “batch processing tool” using Python can easily save you from a lot of repetitive tasks. Examples include: In this section,…
We have two Excel files: one is the main data sheet, and the other is a complete information sheet for students/employees/customers.The goal is to match records by name and supplement…
In the era of digital marketing, Search Engine Optimization (SEO) has become a crucial method for websites to acquire traffic. However, traditional SEO tasks often involve a significant amount of repetitive manual work, leading to inefficiency and a high potential for errors. This article will guide you through using Python to develop a comprehensive SEO automation toolset, helping you enhance SEO work efficiency and implement data-driven optimization strategies.
I still remember that late night when I just wanted to “try out” a new Python library. The plan? Simple testing. The reality? I coded until sunrise, continuously adding features…
Introduction“Last week, a server disk filled up causing a business outage. Why wasn’t this discovered earlier?” This was the question I faced during a post-incident review meeting. That incident made…