Shuaiwen-Cui/MyResourceList

some useful websites/courses for study

MyResourceList

some useful websites/courses for study, all free here

Mathematics

General

• Beauty of Data Visualization - in Chinese, Visual ML Series 2

• Elements of Mathematics - in Chinese, Visual ML Series 3

Algebra

• Interactive Linear Algebra

• Power of Matrix - in Chinese, Visual ML Series 4

Posibility and Statistics

• Essentials of Posibility and Statistics- in Chinese, Visual ML Series 5
• Gaussian Process Visualization - Hyperparamters Effect

Science

Technology

Developer Everything

• Developer Roadmap

Programming

General

• 黑马程序员教程
• 菜鸟编程
• Emoji Cheat Sheet

C/C++

• The_C_Programming_Language_(2nd_Edition_Ritchie_Kernighan)

Python

• Python For Beginners - in Chinese, Visual ML Series 1

Operating System

FreeRTOS

• FreeRTOS 从入门到精通

Linux

• Linux 就该这么学 第2版

• 鸟哥的 Linux 私房菜

Integrated Development Environment (IDE)

Keil

• Keil 系列教程

Visual Studio (VS)

VSCode

Programming and More

• 黑马程序员
• GeeksforGeeks

FrontEnd

BackEnd

Node

• Node-Express-Course link:github

Engineering

Electronics

• Arduino Cookbook, 3rd Edition | Associated Code

Hardwares

• Hardware Families
• IDE
• Arduino Cloud / IOT Cloud
• Tutorials
• DOCs

IoT

• 物联网开发实战

Data Science and AI

General

• First Course in Data Science - in Chinese, Visual ML Series 6

• Visualization for Machine Learning - in Chinese, Visual ML Series 7

• Hello Algorithm - in Chinese

• Dive Into Deep Learning (En) | Dive Into Deep Learning (CN)

Framework

Pytorch

• Pytorch

Tensorflow

• Tensorflow

Perception

Cognition

Action