Statistics means collecting, organizing, analyzing, interpreting, and presenting data. Statistics is one of the most valuable concepts for Data Science. A person with statistical background is preferred for the role of a Data Science professional. So, if you are looking for courses that will help you learn statistics for Data Science, this article is for you. In this article, I will take you through some of the best statistics courses for Data Science that you can choose.
Best Statistics Courses for Data Science
Below are some of the best courses on statistics for Data Science that you can choose from to learn statistics for Data Science.
Statistics for Data Science and Business Analytics
Statistics for Data Science and Business Analytics is a very affordable course to learn statistics for Data Science. This course is available at Udemy. In this course, you will learn:
- fundamentals of statistics
- plotting different types of data
- calculating correlation and covariance
- estimating confidence intervals
- making data-driven decisions
- regression analysis
- probability distributions
- hypothesis testing
This course is best for you if you want to understand how to make data-driven decisions as a Data Science professional. You can find this course here.
Statistics for Data Science with Python
Statistics for Data Science with Python is one of the best resources to learn statistics for Data Science. It is designed by IBM to introduce you to the fundamentals of statistics for Data Science. In this course, you will learn:
- data collection
- descriptive statistics
- data visualization
- analyzing relationships between variables
- probability distributions
- hypothesis testing
- ANOVA
- Regression
- Correlation
At the end of this course, you will also create a project demonstrating your understanding of statistical concepts using Python. You can find this course here.
Summary
So these were some of the best courses you can choose from to learn statistics. Statistics is one of the most valuable concepts for Data Science. A person with statistical background is preferred for the role of a Data Science professional. I hope you liked this article on the best statistics courses for Data Science. Feel free to ask valuable questions in the comments section below.
