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

6,172 個評分
1,359 條評論


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!...



May 06, 2020

This was mostly review for me though probability especially Beyes Theorem derivation was new. The instructors provided clear often refreshing ways to look at material.\n\nThank you for a great class!!


May 17, 2020

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)


1076 - Data Science Math Skills 的 1100 個評論(共 1,355 個)

創建者 Thiago L

Jun 02, 2017

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

創建者 Khush N P

May 10, 2020

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

創建者 Augustine Y

Dec 30, 2018

Introduction to the basic knowledge preparation of college level math.

創建者 Vignesh U H

Jun 26, 2020

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

創建者 Vrushabh S R

Jun 16, 2020

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

創建者 Shirish G

Jun 10, 2020

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

創建者 James M S

Apr 06, 2020

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

創建者 Deep R S

May 29, 2019

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

創建者 Ravindra G

Jun 09, 2020

Very well designed with plenty of examples for better understanding

創建者 Vivien P

Nov 28, 2018

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

創建者 N A S R

Jun 16, 2020

this was nicely designed course,and made me re learn many concepts

創建者 Tanmay S

May 28, 2020

This is a great course to start with for Data Science Mathematics.

創建者 BogdanC

Nov 19, 2019

great course, would be great to have a follow-up with more content

創建者 Kaung M W Y

May 11, 2020

The quizzes are hard compared to the explanations in the videos.

創建者 fulvio c

Oct 24, 2019

It's a very intersting training in order to refresh your memory.

創建者 Yiwen G

Jul 28, 2017

A little bit easy if you have solid high school math background.


May 22, 2020

Good explanations and brief presentation of Important concepts.

創建者 Navratan S

May 12, 2020

I have enjoyed this course and learn about data science skills.

創建者 Gina L

Dec 17, 2017

the course overall was good -- the probability section was hard

創建者 Andrea V

Dec 11, 2017

Good introduction to a few concepts that permeate data science.

創建者 Suresh T

Apr 22, 2017

probability theory was a bit fast but otherwise it was awesome!

創建者 Patrick C

Jun 07, 2020

Insightful course. Would recommend to anyone within the field.

創建者 gouraV S

May 25, 2020

It's great pleasure to enjoy such course from respected sir's.

創建者 Habibie A

May 05, 2020

Well informed and structured sample case approach to real life

創建者 Shashank S

Jun 17, 2020

Good Course to understand the Maths behind Machine Learning.