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學生對 国立高等经济大学 提供的 First Steps in Linear Algebra for Machine Learning 的評價和反饋

4.3
44 個評分
6 條評論

課程概述

The main goal of the course is to explain the main concepts of linear algebra that are used in data analysis and machine learning. Another goal is to improve the student’s practical skills of using linear algebra methods in machine learning and data analysis. You will learn the fundamentals of working with data in vector and matrix form, acquire skills for solving systems of linear algebraic equations and finding the basic matrix decompositions and general understanding of their applicability. This course is suitable for you if you are not an absolute beginner in Matrix Analysis or Linear Algebra (for example, have studied it a long time ago, but now want to take the first steps in the direction of those aspects of Linear Algebra that are used in Machine Learning). Certainly, if you are highly motivated in study of Linear Algebra for Data Sciences this course could be suitable for you as well....

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1 - First Steps in Linear Algebra for Machine Learning 的 6 個評論(共 6 個)

創建者 Xingxing T

Apr 09, 2020

The program is really useful for exploring machine learning. I appreciate that the math involved are so relevant to SVM, even though I am BA major and do not have strong math background. I just need put enough time and go through each example. That's where I find this course very suitable. Plenty examples to explain the concepts.

創建者 Ruthlyn N V

Jun 05, 2020

The programming assignments were really challenging! I thought I'm not gonna pass this course since it's my first time to encounter Python language. Thank you so much Prof. Piontkovski and Prof. Chernyshev for the new learnings :)

創建者 Daniel H C

Mar 01, 2020

The material was very well presented, and the exercises were helpful for learning

創建者 Tan Z

Apr 25, 2020

Good, but have few examples and exercises.

創建者 Roger S

Feb 26, 2020

Very conventional and theoretical way of presenting the stuff. There are some Python exercises, though.

Not much course materials.

創建者 k v r

Apr 15, 2020

poor presenation