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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
10,224 個評分
2,282 條評論

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

VC

2020年5月16日

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)

RS

2020年5月5日

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!!

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251 - Data Science Math Skills 的 275 個評論(共 2,281 個)

創建者 ushan m

2021年2月1日

This course is very Helpful for those who have troubles with probability theorems basics. It's quiet supportive fundamental course for everyone.

創建者 Yahya M

2020年10月12日

Good course to test the basic math skills and the probability quiz is so hard and I loved it, please update the course content as per the quiz.

創建者 Carlos E C

2021年6月12日

The content in video lectures is basic, doesn't cover examples to practice more, but quizzes are very helpful. I highly recommend this course.

創建者 Julie K

2020年6月3日

There are resources provided with this course, that made remembering old calculus lessons and university courses a breeze! I highly recommend!

創建者 Nisha P

2020年5月22日

This is very amezing course for data science student . if you want professtion data science in your company then first clear u r mathemathics.

創建者 Pablo A U A

2021年1月6日

Excellent course!

Maybe it will be nice if you could explain a little better the statistics part, it was hard to understand Bayesian Theorem.

創建者 Juan V

2020年7月17日

Good course. I wish there cover calculus topics like integrals but otherwise covers most of the topics that you need to know to data science.

創建者 Aftab A

2019年3月20日

This course is really helpful to data science student.I was very weak in probability and statistics but this course really polish my skills.

創建者 sanket g

2020年4月29日

Its nice and quite harder than I thought..........

but I really enjoyed this course and their contents thanks for teaching

wish you Good Day

創建者 Abraham E C

2020年5月4日

I enjoyed the videos the most. The examples were quite simple and well structured, easy to manage and understand without additional notes.

創建者 Abhisek s

2020年5月1日

Course was designed in very lucid and effective manner. My only suggestion is to explain probability part in little slow and detail manner

創建者 Enes S

2020年9月3日

At first, I thought there is no need for me to take this course but at the end it was very useful for me. Especially the statistics part.

創建者 Megala j

2020年6月5日

Classes were beautifully structured. Only the final Bayes' theorem could have been more elaborate with more live examples. Need solutions

創建者 vivek m

2017年2月5日

Basic math course help to get revise all the high school concept. Even those who haven't any background on mathematics can get it easily.

創建者 Kasuntha M

2021年1月30日

Great course to learn about Data Science Math Skills. I highly recommend this course. Thank you for offering this valuable course to me.

創建者 Uzziel A P G

2020年7月22日

The lectures are well presented and the practice problems and graded quiz helped learners used the new knowledge learned in the lecture.

創建者 Kaveri S S

2020年6月10日

Very easy to learn.This course with good instructors ,increases my knowledge and at the same time it increases my data science interest.

創建者 Marlena A P

2020年1月12日

Very well structured and really helpfull examples. The videos are really easy to see and not boring at all. I really enjoyed the course.

創建者 Shigeki H

2019年12月15日

This course contains what you need to do your job more logically and would make your argument or opinion much reasonable and persuasive.

創建者 Yojana S

2019年1月31日

I have got various knowledge from it. We have learn various lesson s of math. I am thankful for the professor who teaches us this things

創建者 Kyle Y

2017年5月1日

I really enjoyed the course, and found it really useful- it has inspired me to continue on and study applied mathematics at university!

創建者 BRAHIMI

2022年1月18日

Highlighting the differences between independent and dependent variables with real-life use cases at each step can improve this course

創建者 Anirban C

2021年5月17日

probability should also be taught by paul benedich sir. i like his teaching, very easy and understandable to solve practical problems.

創建者 Vivek P K

2020年6月2日

Great course which covers every statics topic necessary for Data Science. It helps me to recall what I have learned during my masters.

創建者 Jeffrey G

2020年4月10日

Very challenging test at the last few chapters and it makes me think and think again which reinforces my understanding of each theory.