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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.

筛选依据:

2276 - Data Science Math Skills 的 2300 个评论(共 2,902 个)

创建者 Carlos C

Sep 1, 2020

Useful knowledge.

Interesting to remember important concepts for data analysis.

创建者 Nabin C

Jul 28, 2020

good mathmatics skills to learn and amazing easy learning things available !!!

创建者 Rutuja S

Jun 9, 2020

Great experience while learning, but it will good if it contain more problems.

创建者 Shekh S

May 30, 2020

Coursera is a very effective learning website to improve skill. Thanks Coursea

创建者 Edison E S d J

May 3, 2020

Very good course, but a couple more detailed examples would help comprehension

创建者 Nikhil B

Apr 14, 2020

Great Beginners course! Would appreciate if they had more interactive lectures

创建者 pranav b

May 2, 2020

the course is well structured but is a bit unclear at the end(week 4 modules)

创建者 Prashant T

Apr 28, 2020

A very good introductory course. Could have more foundational concepts taught

创建者 cyndee f

Dec 14, 2020

A good review. Love the notes they provide. Would have liked more in week 4.

创建者 ashfaq a

Oct 3, 2020

this course gave me a better foundation in mathematic skills in data science

创建者 Jessie S

Aug 16, 2020

last week class need more explanation since the quiz is harder than expected

创建者 Tej S

May 4, 2020

Its really helpful to build fundamental concept on school level mathematics.

创建者 Martin O

Sep 23, 2024

Bueno el curso, pero no se añadió mi certificado electrónico en mis logros.

创建者 Алекс Б

Aug 4, 2020

maybe need more details about probabilities, and add Russian to the text :)

创建者 Raghwendra P

Jun 22, 2022

it was nice and revised my concepts and i also learned some new approaches

创建者 shashi k

Jan 27, 2022

need so much improvement on week 4 videos. otherwise it is a great course.

创建者 Moses A

Jan 27, 2021

This course has reminded me of almost all the techniques i have forgotten.

创建者 Federico C

Dec 23, 2020

Solid course to refresh math and statistic concepts, strogly recommend it.

创建者 Sampath k R

Aug 11, 2020

Excellent course I enjoined. I looking forward this type course. Thank you

创建者 guryash d

Apr 24, 2020

Great course to upgrade your Mathematical skills required for Data Science

创建者 Kameron B

Sep 23, 2021

The last module could benefit from a few more examples. Otherwise, great!

创建者 Aditi M

Sep 20, 2017

The second half of Week 4 was good. Rest of the weeks were pretty simple.

创建者 WILSON G

Oct 21, 2022

Muy bueno, la parte de probabilidad podria tener mas ejemplos numericos

创建者 A F

Nov 26, 2020

I think the explanations in the probability lessons are a bit too brief.

创建者 Syed F

Aug 17, 2020

It's great for brushing up on your Statistics and Probability knowledge.