Voltar para Data Science Math Skills

4.5

2,144 classificações

•

480 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!...

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.

Filtrar por:

por Faraaz H

•Feb 25, 2018

Nice course which could help one revise all studied at junior level.

por jerry

•Feb 27, 2017

Am glad and happy

por Kent D J

•Aug 09, 2017

This class was great. I really recommend it, especially if you are new to mathematical concepts.

por Damian S

•Sep 07, 2017

A very concise and well planned course. The notes were particularly helpful.

por jyxdcr

•Nov 20, 2017

easy

por Daryna S

•Aug 14, 2017

This is a real good and inspirational start in data science education, especially for people, who have some fear of math (like me:)). This course is enough complicate to learn something new, but simultaneously not too hard, so you dont loose motivation for studying.

por Benjamin L

•Apr 26, 2017

A tremendously useful primer on the fundamentals of data science math. This course is a particularly good option for individuals who have seen some amount of calculus and algebra but haven't used those methods in a long while and need to review. Thorough, easy-to-understand material.

I would suggest to the course facilitators that they develop the provided lecture notes -- already a useful tool -- into a full-fledged text. I'm not suggesting something much longer than what they already have, but simply taking that document and adding a bit more rich content. While the notes are useful for more carefully studying the math being done in the lectures, even a bit of effort putting some pedagogy into the notes and combining them into a single document (which I did for the sake of printing) would create a hugely valuable resource.

por Yudong

•May 07, 2017

An enlightening course!

por vimard v

•Aug 16, 2017

Great course, many examples, good teachers

por A

•Nov 12, 2017

good

por Mukhammad K

•Feb 10, 2017

good materials and questions

por Mehmet A U

•Jan 06, 2018

Awesome!!!

por Zito R

•Jan 27, 2017

Great refresher course on the math used in data science!

por Deleted A

•Jan 22, 2017

I loved this class, the only one of it's kind and much needed, unless you particularly want to re-do your long forgotten high school and college math. It was nice seeing a Venn diagram again. I did have to supplement some of the material that was covered quickly with google searches, but filling in the blanks was quick and easy.

por yjm

•Jun 14, 2017

a good refresh course

por Audi L

•Feb 28, 2017

A fantastic course for anyone

por little7dragon

•Apr 18, 2017

Great Course!!!!!

por Peng C

•Jun 26, 2017

very good course. clearly explained and good examples!

por Kangmin L

•Apr 17, 2018

The first three weeks are pretty easy high school math. The last week is very informative and helpful.

por Sameen N

•Mar 18, 2017

Good course to cover all the basic maths related to data science

por Bernd F

•Mar 11, 2018

Very good learning experience. Thanks!

por Tiago V

•Sep 20, 2017

Really good to remember some maths stuff and to learn and consolidate new maths stuff that I thought I knew (but actually only learnt about it in this course).

Great course

por Baskaran V

•Jan 15, 2017

One of the best course, i have ever learnt. Even though i have been learning the Data Science for the last few years, i had no idea how the algorithms are working in technical. Which i was always skeptical. But honestly, now i am able to get things really faster than before. I am very happy, i have joined this course. Thank you so much for coursera to bring this course and importantly thank you so much for the professors to explain things in an easy for the people to understand. God bless you both and your family.

por Richard B

•Oct 09, 2017

I think this course helped me identify certain areas of weakness within my education that I have already received. As a result, I know where to start in order to shore up the gaps that formal education has solidified. Overall it is a great introductory course.

por Richard G

•Apr 28, 2017

Instructors made this subject so much easier for me to learn!

O Coursera proporciona acesso universal à melhor educação do mundo fazendo parcerias com as melhores universidades e organizações para oferecer cursos on-line.