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

4.5
2,104 個評分
469 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.

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51 - Data Science Math Skills 的 75 個評論(共 460 個)

創建者 Raul C P

Jul 11, 2018

Excelent vourse from the basics to advanced topics

創建者 jyxdcr

Nov 20, 2017

easy

創建者 Pranav T V

Sep 13, 2017

Very informative course explained in a very clear and understanding manner. Thanks a lot for the people involved in making this course a reality.

創建者 Mikhail G

Mar 28, 2018

Please include integration, algorithm analysis (big O, theta, omega), recursion and induction. Your course is helpful, thank you. If you add those things I've mentioned it would be absolute gold.

創建者 Damodar

Jun 19, 2017

Thanks a lot for a wonderful course. Gave a quick overview of the basic Math skills required for Data Science.

創建者 SongNan

Mar 03, 2017

Very easy to understand and know how to succeed in the future on the learning path. Thanks a lot !

創建者 Zak E

Apr 15, 2018

great course to refresh your math skills in data science projects

創建者 Tiong S C

Nov 14, 2017

Great course. First three weeks are a bit basic, and the fourth week is more challenging. Highly recommended. Hope there will be more on derivatives and courses like this. Thank you!

創建者 Abhishek S

Jun 28, 2017

Good to revise mathematical concepts

創建者 Vijay R

Nov 13, 2017

Very easy to understand explained clearly by the professors. Suited for anyone with 12th grade math skills.

創建者 Josiah D

Sep 02, 2017

Excellent course.

創建者 Shashikesh M

Apr 26, 2017

I love this Course!!!!

創建者 Amanda Z

May 26, 2017

a rewarding journey

創建者 jarod

Nov 18, 2017

very good lesson with common skills for data science, really helpful!

創建者 PRATIk S

Feb 01, 2018

Good

創建者 Toniya

Sep 07, 2017

It really was helpful

創建者 Zito R

Jan 27, 2017

Great refresher course on the math used in data science!

創建者 Audi L

Feb 28, 2017

A fantastic course for anyone

創建者 Deepti K

Dec 12, 2017

Great course and highly recommended

創建者 yjm

Jun 14, 2017

a good refresh course

創建者 little7dragon

Apr 18, 2017

Great Course!!!!!

創建者 Peng C

Jun 26, 2017

very good course. clearly explained and good examples!

創建者 sarvesh p

Dec 11, 2017

A course on basic mathematics. The part on probability is very well conducted.

創建者 Marisa R H

Jan 25, 2018

I've been having practices about probability and other resources and it has been all so clear an with a lot of examples. Thanks a lots for the experience!

創建者 Sreedeep M

Nov 23, 2017

Thanks for boosting my confidence.