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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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351 - Data Science Math Skills 的 375 个评论(共 2,902 个)

创建者 Md A R

Apr 8, 2020

Good course outline and instructors are also well qualified. Would be better if they suggested some additional reading materials.

创建者 nisha20181

Jan 31, 2019

I have learn many things from this course such as algebra, equations,and other math problems. It has given me many information .

创建者 Kehinde O

Aug 24, 2017

This is a great course for anyone who has little or no experience with elementary algebra and for those who might have forgotten.

创建者 Aprodhito A

Oct 11, 2022

Top notch course. Explanations are clear, easy to understand, and enjoyable. Although, sometimes the screen can be overcrowded.

创建者 Jonathan D M

Sep 13, 2020

The basics of math were explained in an easy to understand manner with relevant examples and extremely helpful course material.

创建者 Ritima B

Jan 31, 2019

Really a great place to get a free education. I already complete a course and am looking forward to complete my second course.

创建者 Saransh V

Jul 26, 2022

Really liked the questions in probability and exponential section . Also the explanations in video lectures were pretty clean

创建者 Luis B

Apr 21, 2020

Me ha servido pare recordar conceptos y empezar a aprender probabilidad. El curso está muy bien explicado.Me ha gustado mucho

创建者 Sauvik J

Sep 28, 2018

A bit more information regarding Bayes theorem, Examples and how to tackle them would be better. Other than that it was good.

创建者 Jay B

Jun 25, 2020

I have fun sooo much :) Its a great course and highly recommended to anyone who wants to learn and review about probability.

创建者 Mohammad D A

Apr 12, 2020

One of the best fundamental mathematics course I have stumbled upon. Highly recommended for anyone who is a math enthusiast.

创建者 Akula B R

Jun 28, 2020

THE COURSE HAS BEEN BUILT IN A PROGREESIVE WAY Y BUILDING BASICS REQUIRED FOR BAYESIANS AS WELL AS SOME PROBABILITY THEORY.

创建者 Widjati R P

Jun 14, 2020

The course was good enough. Maybe, after we did the Quiz on Grading, we were given the discussion. Thank you verymuch, Sir!

创建者 Adarsh K P

Jan 3, 2022

Really great course. Helped me brush up on lots of math related topics that would be useful for me in my upcoming courses.

创建者 ADDANKI R

May 31, 2020

Its soo helpful and to the point. It also helped me to revise my basics and quizzes made me to test my potential.

THANK YOU

创建者 Alex T

May 17, 2020

Best way to get started in basic data science maths. A+ for the simplicity and straight-forward explanation!!! Loved it!!!

创建者 One T

Apr 10, 2020

Some of the things I learned were very challenging and I will be reviewing but this was overall a very informative course.

创建者 Harry M

Dec 28, 2018

Thanks a lot! It's a huge important course, really... Thanks. Because I want to become a data scientist, so thanks, again.

创建者 Jigme N

Oct 26, 2022

A great refresher for someone who's getting back to foundational math and statistics for data science after a long time.

创建者 Alvaro I

Aug 11, 2020

It's a good course if you want to refresh certain concepts about math that are also related to the field of Data Science.

创建者 Tyler D

Jul 23, 2020

Informative and quick, not a big math fan but it wasn't overly painful. Definitely helped my understanding of Logarithms.

创建者 Akure M

Sep 9, 2025

The course is very nice but very demanding especially for those in remote areas where power is problem most of the time.

创建者 Glaudiston - t o (

May 19, 2024

It's a great course for those who are interested to amplify its knowledge. This starts from basics to advanced concepts.

创建者 Deevi N 2

Nov 1, 2022

It is very useful , it explained from the basics and tests were also very good and implementational skills were improved