Python Programming for Data Science

The workshop provides an introduction to coding in Python for data science. The topics include programming interfaces; working directory and paths; core variable types and data structures; for loops, functions, and vectorization; data loading, cleaning, and manipulation; SQL; visualization; version control; probabilistic and statistical analysis; machine learning algorithms; web scraping and text mining. The workshop is hands-on – we are going to code during class.