Source | Network One thing that might surprise beginners is that neural network models are not complex! The term ‘neural network’ sounds impressive, but in fact, neural network algorithms are simpler than people think. This article is entirely prepared for beginners. We will understand the principles of neural networks by implementing one from scratch using … Read more
Author: Mariya Mansurova Translation: Ouyang Jin Proofreading: Zhao Ruxuan This article is approximately 3500 words, recommended reading time is 10 minutes. This article discusses the impact and insights of LLMs on the future work of analysts through two specific use cases that used the OpenAI API to build LLMs to solve simple tasks. In the … Read more
The Principle of Using Python to Operate Databases Python operates the database by calling the corresponding DB API Automation Testing Use Cases When initializing data Performing test assertions When unable to call the interface for data clearing Installing the PyMySQL Library pip install pymysql -i http://pypi.douban.com/simple –trusted-host pypi.douban.com Python Operates MySQL Database Operation Code import … Read more
Streamlit is a Python library that allows you to quickly build data display web pages. It is simple to use, requiring no complex front-end code; just a few lines of Python can create beautiful interactive interfaces. It is particularly useful for showcasing data analysis and machine learning projects. 1. Installation and Basic Usage Installing Streamlit … Read more
Have you ever thought that with just a few lines of code, you can turn your Python script into a beautiful web application? Whether it’s data visualization, showcasing machine learning models, or developing interactive tools, Streamlit allows you to achieve this easily. Today, let’s get to know Streamlit, a tool designed for data scientists and … Read more
Hello everyone, I am Hao Ge! Today I want to introduce you to a very useful Python library – Streamlit. Are you still struggling with how to display your data analysis results? Or do you want to quickly build a beautiful web application but don’t know front-end development? Don’t worry, with Streamlit, these are no … Read more
Data analysts and developers are often troubled by a question: after the analysis is complete and the charts are drawn, how can these results be quickly shared with others? Sending Excel files? Sending PDFs? These methods feel too “cold”. Wouldn’t it be cooler to turn the data analysis results into an interactive web application? Streamlit, … Read more
Hello everyone, I am Code Guy, a technology enthusiast focused on data science and software development. Today, I will introduce you to a very magical Python library—Streamlit. With its simplicity and ease of use, it provides a powerful tool for data scientists and developers to quickly build and deploy interactive web applications. Next, I will … Read more
If you’ve ever thought about quickly building a data application or visualization tool, you might be intimidated by those frameworks that look complex and cumbersome, requiring a bunch of complicated configurations and even advanced front-end knowledge. But with Streamlit, all these problems are solved. Streamlit’s slogan is: Build data applications with Python, simple, fast, and … Read more
As requested, I will reorganize this blog post about Streamlit into a clear and easy-to-understand Python tutorial: In data analysis work, we often need to present analysis results in an intuitive way. The traditional method is to save the results as charts or reports, but wouldn’t it be better to create an interactive web page? … Read more