Summary of Data Science and Artificial Intelligence Resources (Continuously Updated)

Summary of Data Science and Artificial Intelligence Resources (Continuously Updated)
Photo by Olesia 🇺🇦 Buyar / Unsplash

1 Overview

The purpose of this article is to summarize the machine learning reference materials that I usually use, facilitate my own review and update at any time, and also share with friends who need it. This article will be updated from time to time to ensure the relevance of the contents.

2 Online Courses

3 Technical Blogs & E-Books

3.1 Technical Blogs

3.2 E-Books

4 GitHub Resources

5 Notion Notes

6 Competition Experience

6.1 Exploratory Data Analysis

6.2 Feature Engineering

6.3 Tabular Data Modeling

6.4 Time Series Modeling

7 GenAI

7.1 Large Language Model User Guide

7.2 Applications

7.3 Safety

Remarks

This article will be continuously updated, and comments are welcome to add resources.