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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
9,893 個評分
2,231 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)

VS
2020年9月22日

This course syllabus is great. It starts wonderfully. Week 1 to 4 is taught by Paul Bendich, and Daniel Egger the instruction is awesome. Effective way to refresh and add the Data Science math skills!

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226 - Data Science Math Skills 的 250 個評論(共 2,229 個)

創建者 Muhammad A E A

2020年5月25日

It has been a great opportunity to refresh my math skills and enrich my knowledge , this course is highly recommended for math and Engineering Students.

創建者 Prajval P

2020年4月25日

The theory is explained in a very simple way which makes it easy to understand and the examples given are very relatable and eases the learning process.

創建者 Tamar G

2022年1月6日

I appreciate professor Daniel's patient and detailed way of explaining math, which makes it easy to understand for social scientists as well. Thank you

創建者 Rodney J

2021年6月11日

I​ was very impressed with the instructors. I wish I would have had instructors who were this good when I was in college. It makes a huge difference.

創建者 Rajat B

2021年5月20日

I really loved the week 4 module because it covered an important part of the Probability Theory. The practices quiz and the main assignment were great.

創建者 SHRABANI D

2020年7月25日

A very comprehensive and well explained course. For someone with a healthcare background this course very helpful as introduction to basic math skills.

創建者 Rohit K

2020年5月23日

It was a very good course and refreshed my basics. The quizzes very helpful and tracking progress was very easy. I am very thankful to the instructors.

創建者 Anubhav R

2020年4月4日

All it was good! Probability was awesome assignments were not easy so I loved the week 4 section so much! Thanks, Coursera to help to upgrade my skill.

創建者 Caroline C

2018年9月4日

Great course, but the Bayes' Theorem bit could have been simplified a bit more and/or more examples could have been added in. Overall highly recommend.

創建者 Selinay D

2021年12月12日

This is a great course, I'm very into math and I enjoyed so much having this course. I developed my math skills and learned Bayes Theorem in addition.

創建者 Calvin

2019年12月9日

The course is refreshing my function and probability skills, as well as adding new knowledge that is Bayes inverse conditional probability. Thank you!

創建者 Thamsanqa M

2020年7月30日

This is an exceptional course. Im all the way in South Africa, Thank you for this great opportunity to finally challenge myself and improve my maths.

創建者 jk s

2021年12月13日

Except the probability rest of the modules are covered very well and thanks to both professors for making this course simple and easy to understand.

創建者 Monish K

2020年7月16日

My certificate is not real.Sign of teacher on certificate is past not by running hand.

file:///C:/Users/monish/Desktop/Coursera%20XV7WTXVA2VTJ.pdf

創建者 Syeda I F

2020年4月24日

Thank you for the course. It is good enough to regrow the passion of learning data science math and to go deep down in the path of machine learning.

創建者 Vikas K M

2021年6月24日

Its a basic course with calculus for data science/analysis but its very very important as its a base of analyzing the data and for any conclusion.

創建者 Bahareh A

2020年11月9日

Thank you that was very nice, especially in Algebra. I think just in part of "Probability", week four, it was a bit ambiguous. once again thanks.

創建者 Pranav T V

2017年9月13日

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 Rahmita D K

2021年8月13日

I really enjoy studying in this class! The material taught is interesting, making my horizons wider and more interested in exploring data science

創建者 Peter A

2021年6月4日

Great refresher for statistics and probability. The teachers provide helpful and succinct resources and did well for preparing you for the tests.

創建者 Michaela B

2021年5月11日

It is a great course covering the basics of mathematics. Videos are very clear and quizzes allow students to repeat and practice their knowledge.

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!