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学生对 Duke University 提供的 Data Science Math Skills 的评价和反馈

4.5
12,984 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

SP

May 29, 2020

Great refresher and primer. The section on Probability and Bayes Theory needs a lot more support material (video and notes) as it can get tricky and abstract, especially when doing the quizzes.

RS

May 5, 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.Thank you for a great class!!

筛选依据:

601 - Data Science Math Skills 的 625 个评论(共 2,903 个)

创建者 Vincenzo C

Jun 30, 2024

Yes, this is a good starting point to refresh my skills on the topic, thanks

创建者 Brian R

Jan 20, 2021

Great overview! The only extra subject I would add is linear algebra basics.

创建者 Min T K

Nov 28, 2020

Actually helpful for me. I got recall my math memory. Thanks a lot, all Sir.

创建者 Naresh. E

Jul 25, 2020

Fantastic knowledge gained with basic mathematics required for Data Science.

创建者 Prakash S

May 29, 2020

It provide a great flexibility and utilize my time in enhancing my knowledge

创建者 Winnie A

May 10, 2020

Very great class for the basic skills of data science. Would love to do more

创建者 Nitanshu J

Jul 31, 2019

Great Course.

Good Level of Probability Questions.

Very close to Data Science

创建者 Phoebe P

Jul 21, 2019

A useful getting-up-to-speed maths course for those going in to data science

创建者 jawad s

May 26, 2019

This course help me in an understanding of coordinate as well as statistic.

创建者 Damian S

Sep 7, 2017

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

创建者 Faezeh B

Jun 6, 2024

As my first experience, I enjoyed the course and it was easy to understand.

创建者 Managam S

Sep 7, 2021

Awesome! Thank you for teaching me foundational knowledge for Data Science!

创建者 Aitor E R R

Jul 12, 2021

Es un excelente curso, maneja temas variados y los explica detalladamente.

创建者 Koteswara R S

Sep 5, 2020

Thank you for providing the basic understand of the maths for Data Science.

创建者 Byun W J

Sep 3, 2020

Honestly, very helpful in refreshing your mind about all that is statistics

创建者 Abdeali S

Aug 6, 2020

Good explanation and wonderful experience by studying from a great teacher.

创建者 Joana P D A

Jun 21, 2020

Learned a lot and in a good pace provided. Good content and well explained.

创建者 Prabal S

Jun 15, 2020

Really enjoyed the course. Explanatory content and good practice questions.

创建者 Yernar S

Oct 1, 2018

Decent course to refresh the skills in probabilities for Data science cases

创建者 Bishnu P T

Oct 6, 2025

It is a nice introduction to basic mathematics required for Data Science .

创建者 Sara I G P

Jun 29, 2025

Es un curso básico y muy útil, sobre todo las aplicaciones de probabilidad

创建者 Andrew

Jul 18, 2021

Great course. Good refresher to previous knowledge that I have forgotten.

创建者 Victor L

Feb 14, 2021

Très bonne classe pour réviser les bases des maths liées aux statistiques.

创建者 Zsombor T

Sep 29, 2020

Really informative and super fun like math never is fun before. Thank you!

创建者 Julio F

Sep 9, 2020

Muy bueno para repasar conceptos de matemática que se usan en data science