MyBookList

I am currently a PhD student at Nanyang Technological University, focusing on Edge Intelligence solutions for Smart Wireless Sensor Network (WSSN). Here are some books I am reading for my research and personal skillsets development. (to be updated) -- Shuaiwen CUI

[m/n] stands for reading progress; each book name is attached with a link, some are free for access with a free mark.

[🏆] highly recommended

Mathematics

General

[to read] [Free] Beauty of Data Visualization - in Chinese, Visual ML Series 2
[to read] [Free] Elements of Mathematics - in Chinese, Visual ML Series 3

Analysis

Calculus

[to read] Calculus, 8th Edition - classical, strongly recommended

Algebra

[to read] [Free] Interactive Linear Algebra
[to read] [Free] Power of Matrix - in Chinese, Visual ML Series 4

Geometry

Posibility and Statistics

[to read] [Free] Essentials of Posibility and Statistics- in Chinese, Visual ML Series 5

Science

Computer Science

[Finished] Foundations of Computer Science
[1/14] Computer System: A Programmer's Perspective

Technology

Developer Everything

Developer Roadmap

Programming

General

[-] [Free] 黑马程序员教程

C/C++

[2/8] [Free] The_C_Programming_Language_(2nd_Edition_Ritchie_Kernighan)

Python

[Finished] [free] [🏆] Python For Beginners - in Chinese, Visual ML Series 1

Operating System

FreeRTOS

[to read] [Free] Mastering the FreeRTOS Real Time Kernel - a Hands On Tutorial Guide
[to read] [Free] FreeRTOS V10.0.0 Reference Manual
[Finished] [Free] FreeRTOS 从入门到精通 (Zhihu | in Chinese)

Linux

[Finished] [Free] Linux 就该这么学第2版
[to read] [Free] 鸟哥的 Linux 私房菜

Integrated Development Environment (IDE)

Keil

[to read] [Free] Keil 系列教程 (Zhihu | in Chinese)

Visual Studio (VS)

VSCode

Engineering

Electronics

[Finished] Electronics for Beginners: A Practical Introduction to Schematics, Circuits, and Microcontrollers

Embedded System and Single Board Computer

[Finished] Arduino Cookbook, 3rd Edition
[5/19] Raspberry Pi Cookbook, 4th Edition
[to read] Programming Embedded Systems, 2nd Edition

Data Science and AI

General

[Finished] [Free] [🏆] First Course in Data Science - in Chinese, Visual ML Series 6
[Finished] [Free] [🏆] Visualization for Machine Learning - in Chinese, Visual ML Series 7
[Finished] [Free] [🏆] Hello Algorithm - in Chinese
[4/23] (1,2,3,18) [Free] [🏆] Dive Into Deep Learning (En)
[2/16] [Free] [🏆] | Dive Into Deep Learning (CN)
[to read] [Free] Understanding Deep Learning
[to update] Deep Learning Specialization on Coursera