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Introduction to numerical analysis(으)로 돌아가기

HSE 대학의 Introduction to numerical analysis 학습자 리뷰 및 피드백

327개의 평가
44개의 리뷰

강좌 소개

Numerical computations historically play a crucial role in natural sciences and engineering. These days however, it’s not only traditional «hard sciences»: whether you do digital humanities or biotechnology, whether you design novel materials or build artificial intelligence systems, virtually any quantitative work involves some amount of numerical computing . These days, you hardly ever implement the whole computation yourselves from scratch. We rely on libraries which package tried-and-tested, battle-hardened numerical primitives. It is vanishingly rare however that a library contains a single pre-packaged routine which does all what you need. Numerical computing involves assembling these building blocks into computational pipelines. This kind of work requires a general understanding of basic numerical methods, their strengths and weaknesses, their limitations and their failure modes. And this is exactly what this course is about. It is meant to be an introductory, foundational course in numerical analysis, with the focus on basic ideas. We will review and develop basic characteristics of numerical algorithms (convergence, approximation, stability, computational complexity and so on), and will illustrate them with several classic problems in numerical mathematics. You will also work on implementing abstract mathematical constructions into working prototypes of numerical code. Upon completion of this course, you will have an overview of the main ideas of numerical computing, and will have a solid foundation for reading up on and working with more advanced numerical needs of your specific subject area. As prerequisites for this course, we assume a basic command of college-level mathematics (linear algebra and calculus, mostly), and a basic level of programming proficiency. Do you have technical problems? Write to us:

최상위 리뷰

2020년 6월 6일

A simple course that would definitely help me in the near future as it provides me an idea on how interpolation and estimation works.

2019년 12월 8일

Excelent course. Really liked how the teacher explained the course in general. I would upgrade it with more examples reviewed.

필터링 기준:

Introduction to numerical analysis의 44개 리뷰 중 1~25

교육 기관: Víctor A M G

2019년 12월 9일

Excelent course. Really liked how the teacher explained the course in general. I would upgrade it with more examples reviewed.

교육 기관: Siddharth Y

2020년 6월 18일

This was a course which was most worth my time. I am a physics student who just completed year one of university and it is my first time dealing with these topics in numerical analysis/methods. Dr. Evgeni Burovski explains the various topics very well and doing the assignments gives you decent mastery over the course content. Recommended as an introduction to anyone interested in numerical analysis or scientific computing.

교육 기관: Srinivasan R

2020년 6월 7일

A simple course that would definitely help me in the near future as it provides me an idea on how interpolation and estimation works.

교육 기관: Dawars

2020년 3월 25일

Great course with useful homework assignments in Jupyter notebook. Highly recommended!

교육 기관: Chintan S

2019년 12월 7일

The course hardly provides any examples of the numerical methods discussed. If you are new to Numerical Methods, it would be better to learn Numerical Methods elsewhere and use this course only to build Python functions on your own in the assignments. These programming assignments are also not very crisp and you spend a lot of time figuring out how to implement.

The only great takeaway from this course for me personally was the handling of catastrophic cancellation problems.

교육 기관: Adil R

2020년 11월 4일

Great course if you want to understand mechanics of computations. However, sometimes had struggles with understanding of explanations. But i'm glad for taking this course

교육 기관: Pingchuan M

2019년 10월 4일

Very nice overall illustration of all relevant topics in numerical analysis. Laid a solid foundation if you want to dive deeper into any specific domain.

교육 기관: ACERON, U V (

2020년 3월 17일

Excellent experience!

교육 기관: Sunny J

2019년 11월 2일

Awesome Course


2020년 12월 7일


교육 기관: Mahadev D

2019년 10월 7일


교육 기관: Yiğit A T

2021년 3월 22일

Overall a very good course for introducing students to numerical methods. The only thing I would wish for is that there were more exercises. And some exercises just jumped to topics that weren't fully covered in class, so I needed to read up from other sources. This is not bad but makes it a bit tedious to follow the course. But nonetheless, I would definitely suggest you take this course if you are interested in the topic and want to start learning it. Very helpful!

교육 기관: Abrar R

2020년 6월 27일

Great Course! Some of the theory was a bit more mathematically involved than I was expecting, but the assignments really helped drill a lot of those abstract concepts home for me, so all in all it was a great learning experience.

교육 기관: ANGELES, V M (

2020년 4월 15일

I think the lectures could've delved more into other software options. :)

교육 기관: Cecilia

2020년 11월 9일

The Jupyter notebooks were good but I didn't feel like I was able to learn enough in just the course to do them well. There are only lectures, no articles to read or recommended links if you don't have a solid grasp of all the background material, and I ended up having to read a lot from external sources. The Professor looked like he was reading off a prompt and always had a weird, forced smile on his face that made it awkward to watch.

교육 기관: ALDE, C J N (

2020년 4월 11일

can't unenroll

교육 기관: Артём Ш

2020년 4월 13일

It's a great course for introduction to numerical analysis methods. Lectures were great and the Python assignments helped to get the on-hand experience of solving theoretical tasks

교육 기관: Zhen X

2020년 9월 23일

Very good course. Very clear explanation and very well designed homework assignments.

교육 기관: Theo B

2020년 6월 9일

Very intuitive and straight to the point course on numerical methods. Thank you !

교육 기관: Nandu G

2020년 7월 5일

Pretty rigorous course, takes time to think and solve the assignments. Loved it.

교육 기관: Venkatesan J

2020년 7월 15일

Excellent Course and Interesting

교육 기관: rachit t

2020년 6월 2일

Assignments are really good !

교육 기관: SALVADOR, J (

2020년 4월 17일

I learned a lot from coursera

교육 기관: Yogabrindha B

2020년 11월 10일

i really liked this course.

교육 기관: Uscategui G S M

2020년 12월 7일

Este curso es excelente