Data Science: Probability is the third of nine courses for the Professional Certificate Program in Data Science taught by the famous Prof. of Biostatistics Rafael Irizarry from Harvard University through edX platform.
This course covers:
- Important concepts in probability theory including random variables and independence
- How to perform a Monte Carlo simulation
- The meaning of expected values and standard errors and how to compute them in R
- The importance of the Central Limit Theorem
- Introduction to Descrete Probability
- Indepencence and Multiplication Rule
- The Addition Rule
- Continuous Probability
- Random Variables and Sampling Models
- The Central Limit Theorem
- The Big Short
You can see the Certificate of Completion and other certificates in my Certificates Repo that contains all my certificates obtained through my journey as a self-made Data Science and better developer.
Please, don't fork or copy this repository.
The Data Science Professional Program offered by HavardX, is a very easy and straight forward path. Data Science is one of the hardest subfield of Computer Science and requires a lot of study and hard work.