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‚ÄôReilly Media.
Course Description