MATH
Course  Institute  Rating  Type  Certificate  Note 

Improving your statistical inferences  Eindhoven University of Technology  4.9  Statistical  
Matrix Algebra for Engineers  The Hong Kong University of Science and Technology  4.5  Linear Algebra  Blog Part1 Blog Part2 

Mathematical Thinking in Computer Science  UCSanDiego  Discrete Mathematics  
Mathematics for Machine Learning Specialization  Imperail London University  4.5  Math  
ARCHIVED Convex Optimization  Standford  Optimization  
Statistical Learning  Standford  Probability and Statistics  
Probability and Statistics  Standford  Probability and Statistics  
頑想學概率機率一  National Taiwan University  4.8  Probability and Statistics  
頑想學概率機率二  National Taiwan University  Probability and Statistics  
Mathematics for Computer Science  MIT  Math  
Basic Modeling for Discrete Optimization  The Chinese University of Hong Kong  4.7  Optimization  
Advanced Modeling for Discrete Optimization  The Chinese University of Hong Kong  Optimization  
Discrete Mathematics Generality  Pking University  4.7  Discrete Mathematics  
Methods and Statistics in Social Sciences  University of Amsterdam  Statistics  
Introduction to Discrete Mathematics for Computer Science  UCSanDiego  4.5  Discrete Mathematics  
Bayesian Statistics: From Concept to Data Analysis  UCSantaCruz  Statistics  
Introduction to Mathematical Thinking  Standford  Math  
18.06 Linear Algebra  MIT  Linear Algebra  
Calculus Applied  Harvard  Calculus  
Probability and Statistics in Data Science using Python  UCSanDiego  Probability and Statistics  
Introduction to Probability  Harvard  Probability and Statistics  
Calculus 1A: Differentiation  MIT  Calculus  
Calculus 1B: Integration  MIT  Calculus  
Calculus 1C: Coordinate Systems & Infinite Series  MIT  Calculus  
Linear Algebra  Foundations to Frontiers  UT Austin  Linear Algebra 
Computer Scicence
Course  Institute  Rating  Type  Certificate  Note 

Programming Languages, Part A  UW  4.9  Programming Language  
Programming Languages, Part B  UW  4.9  Programming Language  
Programming Languages, Part C  UW  4.9  Programming Language  
Data Structures and Algorithms  UCSanDiego  4.6  Algorithm and Data Structure  
Algorithm Part1  Priceton  4.9  Algorithm and Data Structure  
Algorithm Part2  Priceton  4.9  Algorithm and Data Structure  
Nand to Tetris Part I  Hebrew University of Jerusalem  5  System  Github  
Nand to Tetris Part II  Hebrew University of Jerusalem  5  System  
Algorithms Specialization  Standford  Algorithm and Data Structure  
An Introduction to Programming the Internet of Things (IOT) Specialization  University of California, Irvine  4.6  Hardware  
Functional Programming in Scala  École Polytechnique Fédérale de Lausanne  4.5  Programming Language  
C程序设计进阶  Peking University  4.8  Programming Language  
Java Programming and Software Engineering Fundamentals Specialization  Duke  4.5  Programming Language  
Introduction to Programming with MATLAB  Vanderbilt University  4.5  Programming Language  
Analysis of Algorithms  Priceton  Algorithm and Data Structure  
Bitcoin and Cryptocurrency Technologies  Priceton  Bitcoin  
Computer Science: Algorithms, Theory, and Machines  Princeton University  System  
CS 61A: Structure and Interpretation of Computer Programs  UCBerkeley  System  
CS161: Algorithm  Standford  Algorithm and Data Structure  
Operating Systems Design and Implementation  Standford  Operating Systems  
Operating System Engineering  MIT  Operating Systems  
Introduction to Computer Systems (ICS)  CMU  Computer System  
6.006 Introduction to Algorithms  MIT  Algorithm and Data Structure 
Machine Learning
Big Data Architecture
Course  Institute  Rating  Type  Certificate  Note 

Data Systems Specialization  ASU  4.0  Database  
Big Data Specialization  UCSD  4.7  Big Data  
Cloud Computing Specialization  UIUC  4.4  Cloud Computing  
CS199,Applied Cloud Computing  UIUC  4.4  Cloud Computing  
Parallel, Concurrent, and Distributed Programming in Java  Rice University  4.5  Programming Language  Github 
Artificial Intelligence
Course  Institute  Rating  Type  Certificate  Note 

AI for Everyone  deeplearningai  5  Artificial Intelligence  Blog, AI for Everyone  
AISys Spring 2019  berkeley  5  Artificial Intelligence  
Artificial Intelligence  UCBerkeley  Artificial Intelligence 