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学生对 Duke University 提供的 Data Science Math Skills 的评价和反馈

4.5
12,972 个评分

课程概述

Data science courses contain math—no avoiding that! This course is designed to teach learners the basic math you will need in order to be successful in almost any data science math course and was created for learners who have basic math skills but may not have taken algebra or pre-calculus. Data Science Math Skills introduces the core math that data science is built upon, with no extra complexity, introducing unfamiliar ideas and math symbols one-at-a-time. Learners who complete this course will master the vocabulary, notation, concepts, and algebra rules that all data scientists must know before moving on to more advanced material. Topics include: ~Set theory, including Venn diagrams ~Properties of the real number line ~Interval notation and algebra with inequalities ~Uses for summation and Sigma notation ~Math on the Cartesian (x,y) plane, slope and distance formulas ~Graphing and describing functions and their inverses on the x-y plane, ~The concept of instantaneous rate of change and tangent lines to a curve ~Exponents, logarithms, and the natural log function. ~Probability theory, including Bayes’ theorem. While this course is intended as a general introduction to the math skills needed for data science, it can be considered a prerequisite for learners interested in the course, "Mastering Data Analysis in Excel," which is part of the Excel to MySQL Data Science Specialization. Learners who master Data Science Math Skills will be fully prepared for success with the more advanced math concepts introduced in "Mastering Data Analysis in Excel." Good luck and we hope you enjoy the course!...

热门审阅

AP

Apr 16, 2020

Hi it is very helpful to me. Concept is properly explained. I enjoyed learning process. Expect some more courses on data science as well as on python which involves real time application.Thanks a lot.

PS

Jul 22, 2017

This is neat little course to revise math fundamentals. I generally find learning probability a little tricky. This course helped me a lot in better understanding Bayes Theorem. Thank you professors.

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451 - Data Science Math Skills 的 475 个评论(共 2,902 个)

创建者 Huda S

Oct 27, 2023

It's really amazing and interesting course. I really enjoy to learn this course with great teacher.

创建者 Piyounggul S

Oct 20, 2021

This is amazing course for person that wants to pursur a career of Data science. This is essential.

创建者 Alex I

Mar 28, 2021

Was a great refresher course for all the math that I learned in the past but had already forgotten!

创建者 Abhishek K

Mar 15, 2021

Great Course for Beginners in the field of data science as well as for Intermediate level students.

创建者 Charles P

Nov 2, 2020

This course was great. The learning was structured in a way that the material was not overwhelming.

创建者 Lance R C

Sep 27, 2020

I took this as a refresher Math course. I found the exercises and their explanations very helpful.

创建者 Anjani P

Jun 12, 2020

I am very happy because of my completion of this course. Thanks to all the facilities of coursera.

创建者 Anand K O

Jun 9, 2020

The overall Basic course is GRATE but in last few chapters in probability was tough to understand.

创建者 SongNan

Mar 3, 2017

Very easy to understand and know how to succeed in the future on the learning path. Thanks a lot !

创建者 Rafael D

Feb 1, 2021

Great introduction! Pay attention to the fourth-week module, the probability one, it gets tricky.

创建者 Yifei G

Jan 2, 2021

The first few sections are very basic and easy but the last one about Bayes' Theorem is helpful!!

创建者 MD F R

May 9, 2020

especially, the last test on probability in one of the proofs of higher standards of this course.

创建者 Dr.S.Someshwar

Apr 29, 2020

Very easy course from Duke University. Thank you for introducing this "DATA SCIENCE MATH SKILLS".

创建者 ARCHITA

Apr 1, 2020

It was really helpful in enhancing my data skills though it could have had been a bit more better

创建者 Kia C

Dec 31, 2019

I like the course and the lessons in data analysis .The concepts and theories are great for math.

创建者 Thomas J H

Aug 21, 2017

Helpful course -- highly recommended for people who need more background or who need a refresher.

创建者 Samantha I S

Jun 27, 2021

Estuvo genial. Siento que aprendí en este curso lo que debía saber en tres años de preparatoria.

创建者 Josimar F D A

Nov 3, 2020

It was an excellent course that allowed me to improve my interest in statistics and probability.

创建者 Rushiraj C (

Jun 10, 2020

Awesome! Loved the content as now I have a starting point in a race towards Data Science Skills.

创建者 Victoria M C

Jun 6, 2020

More examples must be given to understand Probability Week 4. Overall it was a very good course.

创建者 Kent J

Aug 8, 2017

This class was great. I really recommend it, especially if you are new to mathematical concepts.

创建者 Tim J

Jun 27, 2017

I found it quite engaging and challenging at times to get my head back around high school maths!

创建者 Allahverdi N

Dec 25, 2020

It's so good. Explanations are easy to understand. And this course is helpful for data science.

创建者 Violin M

Nov 1, 2020

The course was very helpful for my current studies. This lesson was very helpful and insightful

创建者 Deleted A

Aug 18, 2020

My experience was phenomenal, although the syllabus was a bit difficult but i got the concepts.