HarvardX's Data Science Professional Certificate Learning Path

HarvardX's Data Science Professional Certificate is a Certification designed by edX. It consists of None courses and can be completed in 17 months with 150 hours of learning content .

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Description

Learn 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

Free Learning Paths by Career Track

Bootstrap Data ScientistBootstrap Data AnalystBootstrap Business AnalystBootstrap Data EngineerBootstrap Chief Data OfficerBootstrap Data Architect

Included Courses

edX
Harvard University
1. Data Science: R Basics
Rafael A. Irizarry

8 weeks, 2 hours/week

Beginner
Dplyr Git Github R Programming RStudio
edX
Harvard University
2. Data Science: Visualization
Rafael A. Irizarry

8 weeks, 2 hours/week

Beginner
ggplot
edX
Harvard University
3. Data Science: Probability
Rafael A. Irizarry

8 weeks, 2 hours/week

Beginner
edX
Harvard University
4. Data Science: Inference and Modeling
Rafael A. Irizarry

8 weeks, 2 hours/week

Beginner
edX
Harvard University
5. Data Science: Productivity Tools
Rafael A. Irizarry

8 weeks, 2 hours/week

Beginner
Git Github R Markdown RStudio
edX
Harvard University
6. Data Science: Wrangling
Rafael A. Irizarry

8 weeks, 2 hours/week

Beginner
Dplyr tidyverse
edX
Harvard University
7. Data Science: Linear Regression
Rafael A. Irizarry

8 weeks, 2 hours/week

Beginner
edX
Harvard University
8. Data Science: Machine Learning
Rafael A. Irizarry

8 weeks, 3 hours/week

Beginner
edX
Harvard University
9. Data Science: Capstone
Rafael A. Irizarry

2 weeks, 18 hours/week

Beginner