Data Science Math Skills に戻る

4.5

1,996件の評価

•

445件のレビュー

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!...

Jan 12, 2019

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)

Jul 23, 2017

This is neat little course to revise math fundamentals. I generally find learning probability a little tricky. This course helped me a lot in better understanding Bayes Theorem. Thank you professors.

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by Abdulrazak I

•May 01, 2019

It was a nice course and well documented

by Rodolfo S

•Apr 23, 2019

Great course! Great material! It has been fun to learn and beginning a data science path with this outstanding introduction.

by Swaviman K

•May 08, 2019

Very well explained concepts. The probability portion was the best. Baye's theorem & Binomial theorem were very interesting. I had a very nice learning experience.

by Francisco A

•May 10, 2019

Great introduction to the required math skills necessary to apply data science. Very useful

by vani s

•May 25, 2019

Really Really very interesting from the beginning till the end. Instructor videos are excellent. Thank you so much and waiting for these kind of courses in future.

by jawad s

•May 26, 2019

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

by Akhil K

•May 27, 2019

Good

by Priti B

•May 28, 2019

I came for this course after working on data science for sometime. While initial 2 weeks were easy and known, last 2 weeks were really helpful. My probability concepts become much clearer after going through the lecture and tests. Very precise and clear course. Thanks a lot!

by Deleted A

•May 14, 2019

well explained

by Akhil E

•May 14, 2019

Excellent course to refresh some basic math concepts

by Syed A I

•May 16, 2019

Excellent courser

by Shabab K

•Jun 01, 2019

Good course. Last quiz was extremely hard though!

by Phúc P

•May 19, 2019

A very helpful course for starting data science.

by Abhay G

•Jun 17, 2019

This course is very useful specially for me that clear all fundamental very sharp.

by Andrew

•Jun 22, 2019

It's very basic and very suitable to new comers in data science

by Bharat S

•Jun 23, 2019

Very informative and engaging course. Examples are very thought provoking. Thanks a bunch.

by Archana T R

•Jun 10, 2019

Pretty good revision of basic maths concepts.

by Anil K N

•Jul 05, 2019

GREAT MATH COURSE FOR A BEGINNER IN DATA ANALYSIS!

by Herbaut J P M

•Jul 14, 2019

Great expérience for me.

Thanks You

Herbaut Julien

by aiyane m

•Jul 17, 2019

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by Phoebe P

•Jul 21, 2019

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

by Qiuhong X

•Jul 28, 2019

Thank you!

by Ding Q

•Jul 27, 2019

It helps you build the basic math skills in easy introducing way and you would enjoy it!

by Nitanshu J

•Jul 31, 2019

Great Course.

Good Level of Probability Questions.

Very close to Data Science

by Andy T J L

•Aug 07, 2019

-NIL-