Cs Math Core Courses

Introduction to Logic

20 reviews

This course is an introduction to Logic from a computational perspective. It shows how to encode information in the form of logical sentences; it shows how to reason with information in this form; and it provides an overview of logic technology and its a…

• Coursera
• 53 hours worth of material, 10 weeks long
• 27th Sep, 2021
• Free Online Course (Audit)

Automata Theory

20 reviews

This course covers the theory of automata and languages. We begin with a study of finite automata and the languages they can define (the so-called "regular languages." Topics include deterministic and nondeterministic automata, regular expressions, and t…

• edX
• 5-10 hours a week, 7 weeks long
• Self paced
• Free Online Course (Audit)

This course provides a broad introduction to the field of nonlinear dynamics, focusing both on the mathematics and the computational tools that are so important in the study of chaotic systems. The course is aimed at students who have had at least one s…

• Complexity Explorer
• 10 weeks long
• Finished
• Free Online Course

Principles of Computing (Part 1)

30 reviews

This two-part course builds upon the programming skills that you learned in our Introduction to Interactive Programming in Python course. We will augment those skills with both important programming practices and critical mathematical problem solving sk…

• Coursera
• 19 hours worth of material, 5 weeks long
• 11th Oct, 2021
• Free Online Course (Audit)

CS 253 Web Security

This course is a comprehensive overview of web security.

• YouTube
• 25 hours worth of material
• Self paced
• Free Online Course

CS 8802, Artificial Intelligence for Robotics: Programming a Robotic Car

2 reviews

Learn how to program all the major systems of a robotic car from the leader of Google and Stanford's autonomous driving teams. This class will teach you basic methods in Artificial Intelligence, including: probabilistic inference, planning and search, lo…

• Udacity
• Self paced
• Free Online Course

Principles of Computing (Part 2)

16 reviews

This two-part course introduces the basic mathematical and programming principles that underlie much of Computer Science. Understanding these principles is crucial to the process of creating efficient and well-structured solutions for computational probl…

• Coursera
• 15 hours worth of material, 4 weeks long
• 11th Oct, 2021
• Free Online Course (Audit)

University of California, San Diego ;  Higher School of Economics

Mathematical Thinking in Computer Science

2 reviews

Mathematical thinking is crucial in all areas of computer science: algorithms, bioinformatics, computer graphics, data science, machine learning, etc. In this course, we will learn the most important tools used in discrete mathematics: induction, recursi…

• Coursera
• 39 hours worth of material, 6 weeks long
• 27th Sep, 2021
• Free Online Course (Audit)

Processing Foundation

The Nature of Code

18 reviews

Can we capture the unpredictable evolutionary and emergent properties of nature in software? Can understanding the mathematical principles behind our physical world help us to create digital worlds? This class focuses on the programming strategies and te…

• Kadenze
• 5 weeks long
• Self paced
• Free Online Course

• Best of All Time

California Institute of Technology

Machine Learning Course - CS 156

Syllabus: Lecture 01 - The Learning Problem. Lecture 02 - Is Learning Feasible?. Lecture 03 -The Linear Model I. Lecture 04 - Error and Noise. Lecture 05 - Training Versus Testing. Lecture 06 - Theory of Generalization. Lecture 07 - The VC Dimension. Lec…

• YouTube
• 24 hours worth of material
• Self paced
• Free Online Course

The Beauty and Joy of Computing - AP® CS Principles Part 2

A computer science principles course for anyone who wants to learn how to translate ideas into code.

• edX
• 4-5 hours a week, 14 weeks long
• Self paced
• Free Online Course (Audit)

The Beauty and Joy of Computing (CS Principles), Part 3

A computer science principles course intended to broaden participation in computing to non-traditional groups. Part 3 of 4.

• edX
• 4 weeks long
• Self paced
• Free Online Course (Audit)

The Beauty and Joy of Computing (CS Principles), Part 4

A computer science principles course intended to broaden participation in computing to non-traditional groups. Part 4 of 4.

• edX
• 8 weeks long
• Self paced
• Free Online Course (Audit)

Combinatorial Mathematics | 组合数学

2 reviews

Discover how to apply counting principles and combinatorics to solve problems in computer science, financial analysis, and your daily life. 本课程侧重介绍组合数学的概念和思想，研究离散对象的计数方法和相关理论。

• edX
• 4-6 hours a week, 12 weeks long
• Self paced
• Free Online Course (Audit)

Harvey Mudd College

CS For All: Introduction to Computer Science and Python Programming

3 reviews

A fun, fast-paced introduction to solving interesting problems with computer science through Python programming.

• edX
• 5-7 hours a week, 14 weeks long
• Self paced
• Free Online Course (Audit)