Chevron Left
返回到 Data Science Math Skills

學生對 杜克大学 提供的 Data Science Math Skills 的評價和反饋

4.5
2,131 個評分
477 個審閱

課程概述

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!...

熱門審閱

AS

Jan 12, 2019

Effective way to refresh and add the Data Science math skills! Thanks a lot! At the time of the study some of the quizzes content were not rendering correctly on mobile devices (both iPad and Android)

PS

Jul 23, 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.

篩選依據:

176 - Data Science Math Skills 的 200 個評論(共 469 個)

創建者 Insan N

Oct 30, 2017

Nice

創建者 Kent D J

Aug 09, 2017

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

創建者 vimard v

Aug 16, 2017

Great course, many examples, good teachers

創建者 A

Nov 12, 2017

good

創建者 Gregor M

Jul 26, 2017

Thank you for this teaching experience. It was very useful for my life and career

創建者 Mukhammad K

Feb 10, 2017

good materials and questions

創建者 Deleted A

Jan 22, 2017

I loved this class, the only one of it's kind and much needed, unless you particularly want to re-do your long forgotten high school and college math. It was nice seeing a Venn diagram again. I did have to supplement some of the material that was covered quickly with google searches, but filling in the blanks was quick and easy.

創建者 Sidhardh M

Jun 23, 2017

good one

創建者 Venkat N

Oct 04, 2017

Excellent Course. Must-do course for beginners in data science. Great instructors

創建者 A.Gamal

Jan 16, 2018

very rigorous and very helpful for math language

創建者 Shashank K

Oct 05, 2017

The Basics were covered pretty nicely. The instructors had given it their all to explain the concepts. The tests did test you pretty well on the concepts you learnt from the videos

創建者 Blazej

Apr 02, 2017

Very condensed yet accessible material. Great invitation for further, more deep dive studies!

創建者 Alireza G

Aug 27, 2017

I was looking for such a course that particularity covers the Math required for Data Science.

創建者 Ahsan B

Jul 26, 2017

Impressive way to explain basic concept. Really a good refresher.

創建者 Richard B

Oct 09, 2017

I think this course helped me identify certain areas of weakness within my education that I have already received. As a result, I know where to start in order to shore up the gaps that formal education has solidified. Overall it is a great introductory course.

創建者 jerry

Feb 27, 2017

Am glad and happy

創建者 Georgia P

Jun 03, 2018

Thank you!

創建者 Alex M

May 20, 2018

H

i

g

h

l

y

c

hallenging quizzes assure that you are getting your investment's worth here.

創建者 Richard G

Apr 28, 2017

Instructors made this subject so much easier for me to learn!

創建者 Zunera M

May 15, 2017

Highly recommended..

創建者 ruizhou

Sep 27, 2017

useful

創建者 Emin B

Aug 17, 2017

thank you that was awesome experiences

創建者 Sunit K

Sep 05, 2017

Awesome and love the quizzes

創建者 Damian S

Sep 07, 2017

A very concise and well planned course. The notes were particularly helpful.

創建者 Arun A

Apr 20, 2018

Very good course. Really enjoyed the explanation very concise and clear. This is however not exhaustive for anyone to gather every bit of possible knowledge in Data Science, do keep that in mind. But this definitely sets the foundation correct.