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

6,279 個評分
1,401 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 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)


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!!


201 - Data Science Math Skills 的 225 個評論(共 1,397 個)

創建者 Kelsey G

Feb 24, 2019

I loved the tag team between the two professors. I would love to learn more math and data science from both of them!

創建者 Joy G

Nov 13, 2018

This course from course era has given me new opportunity to explore and has given me confidence in data science ,

創建者 Tarun D

Apr 03, 2020

This was a phenomenal course outstanding and I learned very much and my thinking is changed towards data science.

創建者 Mousumi C

Jun 18, 2020

If you want to learn about Data Science Math Skills, this is the best way to introduce yourself to those topics.

創建者 Muhammad Z A

Jun 09, 2020

Best Math Course to Learn Basic Mathematics for Data Science and to have Grip on Data Science / Machine Learning

創建者 Antonio V

May 27, 2020

A very good course that explains basic concepts of mathematics and probability that are useful for data science.

創建者 Sandip K R

May 22, 2020

Practice quizzes are also good, especially the last one. I think it is harder than the graded quiz. Nice course!

創建者 Jason A A F

Apr 24, 2020

I learned the main topics of maths to have more confidence in Data Science. I feel satisfied. Thank you so much!

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 colinyuran

Jul 09, 2018

this course is very good, it helps me to recall my math logic which may be used in data analysis very quickly

創建者 Sajjini V

Jun 06, 2020

The lectures were very precise and moves from easy to hard across the module. I highly recommend the course.

創建者 Toan T L

Jun 26, 2018

Great course. Help me to refresh my knowledge on basic maths which is necessary for my following study plan.

創建者 Victor H L D L

May 24, 2020

The course is great, the fourth week will test your probability concepts, so practice carefully and slowly.

創建者 Pawan K Y

Apr 03, 2020

Instructor videos can be improved a lot by providing more examples.

The reading material should be improved.

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 Andrey M

Jul 04, 2020

Thank you so much for present course. This course helped me refresh the probability knowledge in my brain.

創建者 أحمد ع م ق

May 15, 2020

This course was great, but in the module of probability, there is a big gap between videos and questions .

創建者 Priya P

May 06, 2020

Very good course. Gained lot of information about data science and math skills. Seminar sessions was good.

創建者 Daniel C

Oct 15, 2018

Great course! I would recommend this course to get familiar with data science basic terms and definitions.

創建者 Shubhang B

Jun 16, 2020

It was an awesome experience and was also a prerequisite for machine learning. Helped a lot.

Thanks a lot.

創建者 HEMA S

Jun 03, 2020

This is quite good and very much useful to me. Especially probability topic,it is quite useful. Thankyou.

創建者 Pedro J E d S e S

May 14, 2020

I just believe that there was a discrepancy between the videos and the last quiz, but is a great course.

創建者 Touseef

Apr 08, 2020

If we get more examples on probability section, it Will be helpful to understand the concept much deeper

創建者 Wanling R

Nov 29, 2017

Generally it's good, the basic skills are coupled with real life examples, which makes the skills useful

創建者 Michelangelo F

Jun 19, 2020

Excellent course !!! All video companions are complete and very informative. Education quality awesome.