Week 2: Python Fundamentals for AI

Week 2: Python Fundamentals for AI

Day 1: Setting up Python environment (Anaconda, Jupyter Notebook)

  • Installing Anaconda Python distribution
  • Introduction to Jupyter Notebook
  • Creating and organizing Jupyter Notebooks
  • Essential Jupyter Notebook tips and tricks

Day 2: Python syntax, variables, and data types

  • Basic Python syntax: indentation, comments, and statements
  • Variables: assignment, naming conventions, and scope
  • Data types: integers, floats, strings, and booleans
  • Type conversion and type checking

Day 3: Python control structures: loops and conditionals

  • Conditional statements: if, elif, and else
  • Comparison operators and logical operators
  • Loops: for loop and while loop
  • Loop control statements: break, continue, and else

Day 4: Functions, modules, and libraries

  • Defining and calling functions
  • Function arguments: positional, keyword, and default values
  • Variable-length argument lists (*args and **kwargs)
  • Importing modules and using built-in Python libraries