This program will prepare you for a data science career. Learn to use Python, R, SQL, and Tableau to uncover insights, communicate critical findings, and create data-driven solutions.

Graduation Certificate

1. Investigate a Dataset
   Posed a question about a dataset, then used NumPy and Pandas to answer that question based on the data and created a report to share the results.

2. Wrangle OpenStreetMap Data
   Chose a region and used data munging techniques to assess the quality of the data for validity, accuracy, completeness, consistency and uniformity.

3. Explore and Summarize Data
   Investigated a dataset using R and exploratory data analysis techniques, exploring both single variables and relationships between variables.

4. Test a Perceptual Phenomenon
   Analyzed the Stroop effect using descriptive statistics to provide an intuition about the data, and inferential statistics to draw a conclusion based on the results.

5. Identify Fraud from Enron Email
   Identified which Enron employees are more likely to have committed fraud using machine learning and public Enron financial and email data.

6. Create a Tableau Story
   Created a data visualization from a data set using Tableau to tell a story or highlight trends or patterns in the data.