Introductory Discrete Mathematics Pdf Github

I love MOOCs and MOOCs love me

MATH

Course	Institute	Rating	Type	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	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
Accelerated Computer Science Fundamentals	Coursera		Algorithm and Data Structure

Machine Learning

Course	Institute	Rating	Type	Note
Machine Learning Foundations	University of Washington	4.7	Machine Learning	See note in blog, ruochi.ai
Advanced Machine Learning Specialization	National Research University Higher School of Economics	5.0	Deep Learning	Github
Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization	Google	4.6	Machine Learning
Machine Learning	Standford	5	Machine Learning	Blog,Machine Learning
Deep Learning	deeplearning-ai	5.0	Deep Learning	Blog,Sequence Models Blog,Convolutional Neural Networks Blog, Neural Networks and Deep Learning Blog, Improving Deep Neural Networks Blog,Structuring Machine Learning Projects
Self-Driving Cars Specialization	University of Toronto	5	Self-Driving
Self-Driving Cars Teach-Out	University of Michigan	4.9	Self-Driving
機器學習基石上	National Taiwan University	4.9	Machine Learning
機器學習基石下	National Taiwan University	4.9	Machine Learning
Recommender Systems Specialization	University of Minnesota		Recommender Systems
Probabilistic Graphical Models Specialization	Standford	4.7	Graphical Model
CS224n: Natural Language Processing with Deep Learning	Stanford		Natural Language Processing
CS224u: Natural Language Understanding	Stanford		Natural Language Processing
CS231n: Convolutional Neural Networks for Visual Recognition	Standford		Computer Vision
CS246: Mining Massive Data Sets	Standford		Big Data
CS229: Machine Learning	Standford		Machine Learning
CS236: Deep Generative Models	Standford		GAN
CS234: Reinforcement Learning	Standford		Reinforcement Learning
CS230 Deep Learning	Standford		Computer Vision
CS285: Deep Reinforcement Learning	Standford		Computer Vision
CS294-158 Deep Unsupervised Learning	Berkeley		Unsupervised Learning
11-785 Introduction to Deep Learning	Standford		Deep Learning
TensorFlow in Practice	deeplearning-ai	4.3	Deep Learning
TensorFlow: Data and Deployment	deeplearning-ai	4.3	Deep Learning

Big Data Architecture

Course	Institute	Rating	Type	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	Note
AI for Everyone	deeplearning-ai	5	Artificial Intelligence	Blog, AI for Everyone
AI-Sys Spring 2019	berkeley	5	Artificial Intelligence
CSE 599W	UW	5	AI system
AI-Sys Spring 2019	berkeley	5	Artificial Intelligence
Artificial Intelligence	Berkeley	5	Artificial Intelligence
AI for Medicine	deeplearning-ai	4.7	Artificial Intelligence