返回到 Mathematical Thinking in Computer Science
University of California San Diego

Mathematical Thinking in Computer Science

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, recursion, logic, invariants, examples, optimality. We will use these tools to answer typical programming questions like: How can we be certain a solution exists? Am I sure my program computes the optimal answer? Do each of these objects meet the given requirements? In the online course, we use a try-this-before-we-explain-everything approach: you will be solving many interactive (and mobile friendly) puzzles that were carefully designed to allow you to invent many of the important ideas and concepts yourself. Prerequisites: 1. We assume only basic math (e.g., we expect you to know what is a square or how to add fractions), common sense and curiosity. 2. Basic programming knowledge is necessary as some quizzes require programming in Python.

状态:Computer Science
状态:Theoretical Computer Science
初级课程小时

精选评论

MI

5.0评论日期:Sep 15, 2020

Positive: Great material, full of concepts, the teaching is simple and interactive, quizzes are amazing.Negative: Too much python programming (need to be aware of python basics)

OA

4.0评论日期:Mar 3, 2024

quizes: 5/5 readings: 4.5/5 vedio: -2000/5 The explanations in the videos weren't good at all. Maybe there will be better content in later courses in this specialization, but we'll see.

DG

5.0评论日期:Jun 29, 2018

Love the quality of thought that goes into each lesson. The professors speak with acute clarity and really demonstrate and empathy for the student to truly understand the topics!

HS

4.0评论日期:Apr 25, 2019

Contents are very good for starting..... But the Teachers way of explaining is not up to the mark. I need to search in youTube or google for understanding any topic even watching the videos.

MA

5.0评论日期:Jun 25, 2020

This course will improve your problem solving skills and gives you a rigorous explanation in how to counter various mathematical problems in the real life. You will think like a mathematician.

KH

5.0评论日期:May 7, 2021

Mathematical thinking seemed very difficult to approach but from this course I was able to advance myself more progressively through puzzles and examples which was very easy to understand.

HM

5.0评论日期:May 7, 2020

This course is good for beginner.rather than being complicated it will change the way you think.one advice---- you should have knowledge of python basic to complete the assignment of this course

PR

4.0评论日期:Oct 18, 2018

The course is structured well but we need more explanation for the last week lecture. And more topics inside logic section. The assignment had really helped me in understanding the course.Thank You

RS

4.0评论日期:Sep 19, 2021

The Lectures were pretty clear and concept oriented. Yet there were some topics which aren't much clear, but still the whole course is pretty well arranged and good in explaining

KL

5.0评论日期:Nov 28, 2018

The course is excellent and most stuff is being taught in a nicely presented way. The main disappointment is 15-puzzle, because it's too difficult to understand without proper material.

JK

5.0评论日期:Jan 8, 2021

I personally have very limited coding skills. this course was able to build my funadmentals in both math and science while understanding more of the bridge between the two. Very thankful for it.

AM

5.0评论日期:Feb 27, 2021

It is a great course! teachers explain everything with care. While providing lectures there are some popup ques that verify whether you understood that lecture or not. Overall, a great experience.

所有审阅

显示:20/523

Ricardo Galvão
2.0
评论日期:Mar 8, 2018
Victor Lazari
1.0
评论日期:Dec 14, 2018
Ryan Bilkie
1.0
评论日期:Jan 16, 2020
Luc Nanga
1.0
评论日期:Dec 14, 2018
Lukas Ansteeg
3.0
评论日期:Jan 5, 2018
Chian Yee Lee
2.0
评论日期:Mar 5, 2019
Erdem O
1.0
评论日期:Jan 4, 2018
kirill leonov
5.0
评论日期:Nov 28, 2018
Aneesh Deshmukh
5.0
评论日期:Mar 26, 2019
Sam
1.0
评论日期:Dec 14, 2018
Parthasaradhi Terugu
5.0
评论日期:Jan 29, 2019
Prakhar Deroliya
5.0
评论日期:Jul 15, 2019
Cy Lee
5.0
评论日期:Apr 13, 2019
Dave Gagnat
5.0
评论日期:Jun 29, 2018
jonathan cunningham
2.0
评论日期:Apr 19, 2019
Rob Saul
2.0
评论日期:Jun 14, 2018
Kayla Matthews
5.0
评论日期:Apr 14, 2020
Christopher Walker
5.0
评论日期:Feb 2, 2020
Vijay Ram
1.0
评论日期:Dec 19, 2018
Ayush Thada
5.0
评论日期:Oct 22, 2017