Google – Data Analyst Certificate and Specialization (Coursera Certificate, PDF Certificate)
- Google – Data Analysis with R Programming (Coursera Certificate, PDF Certificate)
- Google – Share Data Through the Art of Visualization (Coursera Certificate, PDF Certificate)
- Google – Analyze Data to Answer Questions (Coursera Certificate, PDF Certificate)
- Google – Process Data from Dirty to Clean (Coursera Certificate, PDF Certificate)
- Google – Prepare Data for Exploration (Coursera Certificate, PDF Certificate)
- Google – Foundations: Data, Data, Everywhere (Coursera Certificate, PDF Certificate)
- Google – Ask Questions to Make Data-Driven Decisions (Coursera Certificate, PDF Certificate)
HarvardX – Data Science Certificate
- HarvardX – PH125.1x: Data Science: R Basics (edX Certificate, PDF Certificate)
- HarvardX – PH125.2x: Data Science: Visualization (edX Certificate, PDF Certificate)
- HarvardX – PH125.3x: Data Science: Probability (edX Certificate, PDF Certificate)
- HarvardX – PH125.4x: Data Science: Inference and Modeling (edX Certificate, PDF Certificate)
- HarvardX – PH125.5x: Data Science: Productivity Tools (edX Certificate, PDF Certificate)
- HarvardX – PH125.6x: Data Science: Wrangling (edX Certificate, PDF Certificate)
CSU – Certificate Program in Student Success Analytics (PDF Certificate)