Back to Data Science Math Skills

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8,872 ratings

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2,017 reviews

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!...

RS

May 5, 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!!

AS

Jan 11, 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)

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By Adrian N

•Jun 15, 2020

Overall, a good review of mathematics skills ranging from calculus to probability.

By Aayush G

•May 19, 2020

The last module should have covered more solved examples in the instructor videos.

By raj a

•Dec 28, 2020

This is one of the nice and quick way to start your Journey to the Data Science .

By Kunj A

•May 22, 2020

Probability section should have been detailed otherwise the course is very simple

By Keyur U

•Apr 17, 2020

Wonderful learning experience. Needs more detailed content in probability theory.

By Pette B R

•Oct 23, 2020

Questions are challenging enough to determine one's understanding of the lesson.

By Khanh Q D

•Sep 14, 2020

A good course with intensive content providing learner wide view of data science

By Jessie P

•Apr 8, 2020

The binomial module would be better if there were more explanations to exercises

By Víctor D M S

•Jun 29, 2020

Muy buen curso. Pero falta mejorar la explicación a los ejercicios del módulo 4

By Madhav K

•Apr 2, 2020

It could have been a bit harder. Overall a well thought out and precise course.

By VAMSI M H 1

•Dec 28, 2020

Very helpful for me to revise the topics but struggled a little in probability

By Carlos C

•Sep 1, 2020

Useful knowledge.

Interesting to remember important concepts for data analysis.

By Nabin C

•Jul 28, 2020

good mathmatics skills to learn and amazing easy learning things available !!!

By Rutuja S

•Jun 9, 2020

Great experience while learning, but it will good if it contain more problems.

By Shekh S

•May 30, 2020

Coursera is a very effective learning website to improve skill. Thanks Coursea

By Edison E S d J

•May 4, 2020

Very good course, but a couple more detailed examples would help comprehension

By Nikhil B N

•Apr 14, 2020

Great Beginners course! Would appreciate if they had more interactive lectures

By Pranav B

•May 2, 2020

the course is well structured but is a bit unclear at the end(week 4 modules)

By Prashant T

•Apr 29, 2020

A very good introductory course. Could have more foundational concepts taught

By Cyndee F

•Dec 14, 2020

A good review. Love the notes they provide. Would have liked more in week 4.

By ashfaq a

•Oct 4, 2020

this course gave me a better foundation in mathematic skills in data science

By jessie

•Aug 16, 2020

last week class need more explanation since the quiz is harder than expected

By Tej S

•May 4, 2020

Its really helpful to build fundamental concept on school level mathematics.

By Алекс Б

•Aug 4, 2020

maybe need more details about probabilities, and add Russian to the text :)

By MOSES K M

•Jan 27, 2021

This course has reminded me of almost all the techniques i have forgotten.

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