Is data science a lot of math?

Is data science a lot of math?

Hi,

I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn:

Is data science a lot of math?

Try to provide me good examples or tutorials links so that I can learn the topic "Is data science a lot of math?". Also tell me which is the good training courses in Machine Learning, Artificial Intelligence and Data Science for beginners.

Thanks

View Answers

February 2, 2018 at 2:43 AM

Hi,

If you are beginner in Data Science and searching for the best tutorials for getting started with this technologies then I would suggest following tutorials for you:

What is Data Science?

Why we need data science?

What are the skills required to be a Data Scientist?

What skills you need to become a data scientist?

Checkout Data Science Tutorials

Why learn python for data science?

Data Science Training Courses:

Data Science for beginners - a complete beginner's guide to learn Data Science

Big Data and Data Science online training course for software developers

What is predictive analytics?

Online TensorFlow 2.0 training course

Thanks


September 29, 2020 at 5:11 PM

Hi,

Yes, you should know lot of Mathematics to become highly productive Data Scientist. You should the basics and little advanced topics in mathematics. In Data Science you won't have to solve the mathematical equations yourself but you have to instruct the Machine learning program to use a particular Mathematical equations required to solve your business problem. So, understanding all the mathematical equations and their usages is necessary in Data Science.

What should I know in Mathematics for Data Science?

Following concepts of Mathematics you should know for Data Science:

  • Precalculus
  • Calculus
  • Multi variable calculus
  • Trigonometry
  • Linear algebra
  • Differential equations
  • Statistics

There are other mathematical formulas of Mathematics are used to solve business problem, that you can learn while working on your project.

Following two tutorials will give you more details:

Thanks









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