Data Analysis Nanodegree

offered by Udacity and egFWD.

In this Nanodegree Program we're using Python, SQL, and Statistics to uncover insights, communicate critical findings, and create data-driven solutions.

Curriculum

The following topics are covered in depth:

• Data Analysis
• Data Wrangling
• Exploratory Data Analysis
• Data Visualization

Outcomes

• Learned how to manipulate data using NumPy and SciPy.
• Load, process and clean data using Pandas.
• Perform the entire data analysis process on a dataset.
• Apply inferential statistics and probability to real-world scenarios.
• Create and analyze the results of hypothesis testing and A/B testing using Statsmodels.
• Build a regression model.
• Build visualizations using different design elements using Matplotlib and Seaborn.
• Use visualizations to explore data and communicate insights.
• Write PostgreSQL to query a single table & multiple tables.

Projects

• Project 1: Explore US Bikeshare Data Walk through.
• Project 2: Investigate a Dataset (TMDb Movie Dataset).
• Project 3: Proposal for virtual projects.
• Project 4: Analyze AB test results.
• Project 5: Communicate your findings (California Airport Passenger Traffic).

Certificate of Completion

1. Data challenger track:

2. Data Analysis Professional:

3. Advanced Data Analysis: