Python for Machine Learning

Course Content

• Chapter 1: Python Essentials
  • 1.1 Variables and Data Types
  • 1.2 Operators and Expressions
  • 1.3 Conditional Statements (if elif else)
  • 1.4 Loops (for, while)
  • 1.5 Functions and Return Values
  • 1.6 Lists and List Comprehensions
  • 1.7 Dictionaries and Sets
  • 1.8 String Operations
  • 1.9 File Handling (read, write CSV)
• Chapter 2: Python for Data Science
  • 2.1 NumPy Arrays and Operations