Learning Notes

This project contains my learning notes in computer science, the notes are powered by jupyter notebook, gitbook, sharelatex.

• Basis of Computer Engineering: Computer Networks; Operating System.
• Data Science: Machine Learning; Statistics.
• Databases: MongoDB; MySQL; Redis.
• Development Tools: Git; Vim.
• Mathematics: Linear Algebra; Probability Theory.
• Programming Languages: C/C++; Python.
• System Design: High Performance Computing; Server Software.

---

Computer Networks

Book: Computer Networking A Top-Down Approach

• Publisher: China Machine Press
• ISBN: 9787111453789
• Authors: James F.Kurose, Keith W.Ross

Operating System

Open Course: Operating System

• Publisher: Tsinghua University
• Course code: THU - 30240243X
• Lecturers: Xiang Yong, Chen Yu

Computer Organization

Book - Computer Systems - TODO

---

Machine Learning

Open Course: Machine Learning

• Publisher: Stanford University
• Course code: Stanford - Machine Learning
• Lecturers: Andrew Ng

Required Course: Uncertainty Modelling for Intelligent Systems

• Publisher: University of Bristol
• Course code: UoB - EMATM1120
• Lecturers: Jonathan Lawry

---

MongoDB

Book - MongoDB: The Definitive Guide - TODO

MySQL

Book - High Performance MySQL - SUSPENDED

Redis

Book - The Design and Implementation of Redis - TODO

---

Git

Book: Pro Git

• Publisher: Apress
• ISBN: 9781484200773
• Authors: Scott Chacon, Ben Straub

---

Linear Algebra

Open Course: Linear Algebra

• Publisher: Massachusetts Institute of Technology
• Course code: MIT - 18.06
• Lecturers: Gilbert Strang

---

C/C++

Book: C++ Primer

• Publisher: Publishing House Electronics Industry
• ISBN: 9787121200380
• Authors: Stanley B. Lippman, Josée Lajoie, Barbara E. Moo

Book: Effective C++

• Publisher: Publishing House Electronics Industry
• ISBN: 9787121123320
• Authors: Scott Meyers

Book: The Annotated STL Sources

• Publisher: Huazhong University of Science and Technology Press
• ISBN: 9787560926995
• Authors: Hou Jie

---

High Performance Computing

Required Course: High Performance Computing

• Publisher: University of Bristol
• Course code: UoB - COMS30005 & COMS30006
• Lecturers: Simon McIntosh-Smith, Gethin Williams

Server Software

Required Course: Server Software

• Publisher: University of Bristol
• Course code: UoB - COMSM2001
• Lecturers: Steve Gregory