Professional Certificate in Data Science consist of 9 courses in data sciences using R programming language. The program is taught by Prof. Rafael Irizarry from Harvard University through edX platform.
This certification cover:
- Fundamental R programming skills
- Statistical concepts such as probability, inference, and modelling and how to apply them in practice
- Gain experience with the tidyverse, including data visualization with ggplot2 and data wrangling with dplyr
- Become familiar with essential tools for practicing data scientists such as Unix/Linux, git and GitHub, and RStudio
- Implement machine learning algorithms
- In-depth knowledge of fundamental data science concepts through motivating real-world case studies
Course 1: Data Science: R Basis
Course 2: Data Science: Visualization
Course 3: Data Science: Probability
Course 4: Data Science: Inference and Modelling
Course 5: Data Science: Productivity Tools
Course 6: Data Science: Wrangling
Course 7: Data Science: Linear Regression
Course 8: Data Science: Machine Learning
Course 9: Data Science: Capstone
You can see the Professional Data Science Certificate