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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:

2251 - Data Science Math Skills 的 2275 个评论(共 2,902 个)

创建者 Shraddha P

Aug 16, 2021

I wished there was a more in- depth attempt at helping us solve the complicated sums.

创建者 Jan P P

Nov 15, 2020

Great stuff, I just wish there were less corrections especially in the earlier parts.

创建者 Saumya K S

Apr 8, 2020

Good starter course for beginners. Several basic concepts could have been elaborated.

创建者 rodriguez m

Dec 29, 2023

Ce cours a été très important pour car cela m'a rappeler beaucoup déjà oublié. Merci

创建者 Daniel A C D A

Jul 8, 2022

I think that the probability unit can be improved. After that it was a great course

创建者 HeShen

Apr 22, 2020

Exercises were really targeted and helped me consolidate the knowledge I've learned.

创建者 Sandy H S H

Sep 25, 2018

Great course for beginner. But this course need some improvement at week 4 material!

创建者 Sara F V

May 26, 2020

A great course to remember old subjects and be familiar with the basics of algebra.

创建者 Tanmay S K

Jun 24, 2020

accha tha course par kuch samjha hi nahi , jo samjha wo to pahile se hi aata tha!!

创建者 RASHMITHA S

Jun 18, 2020

Great insights on how to go about solving the problems with different techniques.

创建者 Adrian N

Jun 15, 2020

Overall, a good review of mathematics skills ranging from calculus to probability.

创建者 Aayush G

May 19, 2020

The last module should have covered more solved examples in the instructor videos.

创建者 raj a

Dec 28, 2020

This is one of the nice and quick way to start your Journey to the Data Science .

创建者 Kunj A

May 22, 2020

Probability section should have been detailed otherwise the course is very simple

创建者 Keyur U

Apr 17, 2020

Wonderful learning experience. Needs more detailed content in probability theory.

创建者 Pette B R

Oct 23, 2020

Questions are challenging enough to determine one's understanding of the lesson.

创建者 Khanh Q D

Sep 14, 2020

A good course with intensive content providing learner wide view of data science

创建者 Jessie P

Apr 8, 2020

The binomial module would be better if there were more explanations to exercises

创建者 eunmin c

Jan 6, 2024

I loved this lecture. I wish one small thing, if there were more practice quiz.

创建者 Víctor D M

Jun 28, 2020

Muy buen curso. Pero falta mejorar la explicación a los ejercicios del módulo 4

创建者 Madhav K

Apr 2, 2020

It could have been a bit harder. Overall a well thought out and precise course.

创建者 Mahdi I

Jul 12, 2024

Thanks to Daniel Egger and Paul Bendich and Coursera for providing this Course

创建者 Hashan N R

Jul 21, 2021

The course helped to improve and refresh my knowledge. Thank you very much...!

创建者 Kenny W

May 7, 2021

I would like to see more walk through explanations as the difficulty increases

创建者 VAMSI M H 1

Dec 28, 2020

Very helpful for me to revise the topics but struggled a little in probability