Voltar para Data Science Math Skills

4.5

estrelas

4,370 classificações

•

984 avaliações

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!!

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por Mohammad D A

•Apr 12, 2020

One of the best fundamental mathematics course I have stumbled upon. Highly recommended for anyone who is a math enthusiast.

por 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.

por Alex T

•May 18, 2020

Best way to get started in basic data science maths. A+ for the simplicity and straight-forward explanation!!! Loved it!!!

por Saleh A

•Apr 10, 2020

Some of the things I learned were very challenging and I will be reviewing but this was overall a very informative course.

por Harry M

•Dec 29, 2018

Thanks a lot! It's a huge important course, really... Thanks. Because I want to become a data scientist, so thanks, again.

por adarsh K m

•Apr 22, 2020

i would love to rate this course 5 stars as it has lead me to enhance my data augumentation and understanding skills.

por Pham V T

•Mar 30, 2017

very good knowledge for someone who want to call back prob theory in uni or get an introduction in mathematics problem

por Mr.K.Kumar

•May 01, 2020

It is a wonderful courses. This course is very useful to my job. Thank you very much for given wonderful opportunity.

por Haithem M

•Apr 15, 2020

Thanks to the professors, thanks to everyone responsible for the existence of Coursera, this course is simply great !

por MD. T R

•May 01, 2020

The course is very much student friendly. It helped me to improve my math basics for preparing towards Data science.

por Wasinee

•Apr 17, 2020

Thank you for giving free course. I learn a lot of things from this course and struggle with the last quiz so much😂

por 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!

por 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 ,

por Tarun D

•Apr 03, 2020

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

por 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!

por 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!

por Damodar

•Jun 19, 2017

Thanks a lot for a wonderful course. Gave a quick overview of the basic Math skills required for Data Science.

por 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

por 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.

por 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.

por Pawan K Y

•Apr 03, 2020

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

The reading material should be improved.

por Vijay R

•Nov 13, 2017

Very easy to understand explained clearly by the professors. Suited for anyone with 12th grade math skills.

por 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 .

por Priya P

•May 06, 2020

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

por Daniel C

•Oct 15, 2018

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

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