Harvard Professional Certificate in Data Science is an introductory learning and career oriented learning path for the Data Science world.
The entire program is taught by the famous Prof. of Biostatistics Rafael Irizarry from Harvard University through edX platform.
This Program Covers:
- Fundamental R programming skills.
- Statistical concepts such as probability, inference, and modeling 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.
- R Basics
- Visualization
- Probability
- Inference and Modelling
- Productivity Tools
- Wrangling
- Linear Regression
- Machine Learning
- Capstone
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.