Link to Content:

DataQuest Probability and Statistics Path Step

Created/Published/Taught by:

Vik Parichuri

DataQuest.io

Content Found Via:

DataQuest.io

Free? Partially: Some Free Content, Some Paid

Cost Range:

$0.00 - $49.00

Tags: data analysis / probability / statistics

Content Type: Courses / Interactive tutorial style course

Difficulty Rating:

Difficulty Rating:

This course is step 5 of 6 in the DataQuest Data Analyst Path and with the addition of material on Linear Algebra, it is step 5 of 11 in the DataQuest Data Scientist Path.

“Learn Statistics for more robust data analysis.” The curriculum for this course includes material for beginners and for intermediates. The material for beginners covers:

- Introduction to Statistics
- Standard Deviation and Correlation
- Descriptive Statistics
- Linear Regression
- Distributions and Sampling
- Guided Project

The material for intermediates covers:

- Introduction to Probability
- Calculating Probabilities
- Probability Distributions
- Significance Testing
- Chi-Squared Tests & Multi-category Chi-Squared Tests
- Guided Project

For the DataQuest Data Scientist Path, continue on to Linear Algebra in Python:

- Solving Systems of Equations with Matrices
- Working with Vectors

Recommended Prerequisites: unknown

Go to Content: DataQuest – Probability Statistics and Linear Algebra

Log in to post a review.