Data Stewardship

Data Stewardship #

MBA Big Data & Business Analytics

Topics: #

Introduction to Data Mining
Data Preprocessing
Exploratory Data Analysis
Imputation of Missing Data
Dimension Reduction Methods
Outlier Detection

Python programming #

Python basics and Jupyter notebook
Pandas
Excel, JSON, HDF5
Data Wrangling
Web Scraping
Data Aggregation

Textbook #

Larose, C., and Larose, D. (2019), Data Science Using Python and R, Wiley.
McKinney, W. (2017), Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython (2nd Edition). O’Reilly Media.

Course Description