What you’ll learn

• Welcome to Python!
  • Why Python?
  • Python Variables and Data Types
  • Python Lists
  • Python For Loops
  • Python If Statements
  • Python Functions and Packages
  • Intro to NumPy
• Quick Pandas
  • Why Pandas?
  • Loading Data
  • Indexing and Subsetting Dataframes
  • Cleaning Data
  • Basic Visualizations
• Stats refresher
  • Why Statistics?
  • Descriptive Statistics 1
  • Descriptive Statistics 2
• Predictive Modelling
  • Regression Modeling
  • Classification Modeling

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