Research and Implementation of Data Visualization using Python
In modern data analysis, visualization is not merely presenting numbers as images, but an essential process to...
Basic Data Quering With SQL And Pandas
This article compares SQL and Pandas for tabular data analysis using the Superstore dataset across ten practical...
Linear Regression
Linear Regression In real work and daily life, we often ask the question: "How can we predict an unknown value based on...
Building a simple MLP model to predict handwritten digits
Introduction It can be said that Deep Learning, which is built upon artificial neural networks, has become a core...
PROJECT WARMUP PHASE 1: EMPLOYEE ATTRITION RISK PREDICTION
In the context of increasingly fierce competition for human resources, early prediction of employee attrition risk...
RETRIEVAL-AUGMENTED GENERATION (RAG) AND RE-RANKING
Explore RAG from fundamentals to implementation: the Indexing–Retrieval–Generation architecture, Classic/Multi-Doc/Hybri...
Exploring How AI Chatbots Work
This blog explains what AI chatbots are and how they work in real life. By walking through each step of a conversation...
Strings in Python
Introduction In Python, strings are not simply text to be displayed on the screen; they are also crucial data and...