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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:

2301 - Data Science Math Skills 的 2325 个评论(共 2,902 个)

创建者 Hangxiao Z

May 19, 2020

The first three weeks are too simple, while the fourth week is too hard.

创建者 Murray F

Jan 16, 2018

The guys are clearly very well across their stuff but don't act like it.

创建者 tanim s

Nov 14, 2024

Good enough to start, but it does not fully cover some of the concepts.

创建者 Melissa K

Jul 24, 2020

Very helpful overview of basic math skills. Great refresher in general.

创建者 victoria n

Jul 15, 2020

great for reviewing if you already knew material but needed a refresher

创建者 Rodrigo A (

Dec 27, 2019

Curso que aborda de forma breve mas muito eficiente o conteúdo proposto

创建者 Sarah C

Jun 24, 2019

first 3 weeks very good. the 4th week, on probablity, is very confusing

创建者 Thiago L

Jun 2, 2017

The course is pretty good! It would be better if it had more exercises.

创建者 Snehalatha M

Aug 9, 2022

A good insight to basic math skills.

Expected learning on Data Science.

创建者 Khush P

May 9, 2020

i like the teaching and quizzes as it helps up during problem solving.

创建者 Augustine Y

Dec 30, 2018

Introduction to the basic knowledge preparation of college level math.

创建者 Dota 2 P

Oct 2, 2022

very nice course , i enjoyed it so much. However i didn't like week 4

创建者 Prem K

Jun 12, 2021

Really liked the questions related to probability, nice brain teaser.

创建者 Ravi B L

May 13, 2021

Superb course which introduces the basic math skills for data science

创建者 Deleted A

Jun 26, 2020

Last Weeks concepts are good but not great, everything else was great

创建者 Vrushabh S R

Jun 16, 2020

Great Course with great instructor and Sufficient difficulty level...

创建者 Shirish G

Jun 10, 2020

Week 4 was difficult. Please provide solutions of week 4 graded quiz.

创建者 Jesús M

Mar 6, 2023

In summary, this course covers the necessary tools for data science.

创建者 James M S

Apr 6, 2020

Re-shoot the videos and re-word the quizzes and this can be a 5 star

创建者 deep r s

May 28, 2019

Course contained simple maths, algebra, summation, mean and variance

创建者 Vomini R

Jun 25, 2022

first three weeks were great, 4th week concepts were not much clear

创建者 Ravindra G

Jun 8, 2020

Very well designed with plenty of examples for better understanding

创建者 Vivien P

Nov 28, 2018

Great course to be back on tracks with mathematics and probability.

创建者 maya s S

Sep 27, 2021

The course focuses on the basics, helpful in revisiting the basics

创建者 Elbert B

Aug 29, 2021

Need more readings and sample practice especially on Probabilities