UDACITY DATA ANALYSIS PROFESSIONAL TRACK CERTIFICATE

Develop programs in Python

Manipulate data using NumPy

Load and process data using Pandas

Use Anaconda to manage your programming environment

Investigate a dataset using Python data analysis packages

Perform the entire data analysis process on a dataset

Gather data from multiple sources in a variety of formats

Assess the quality and tidiness of data visually and programmatically

Clean data using Python and Pandas