Syntax, Data Structures & Venv

The Pythonic Path

Python's strength is its readability. We focus on List Comprehensions and Generators to write concise, memory-efficient code.

# List comprehension vs traditional loop
numbers = [1, 2, 3, 4, 5]
squares = [n ** 2 for n in numbers if n % 2 == 0]
print(squares)  # [4, 16]

Dependency Isolation

Never install packages globally. We use venv or conda to create isolated environments, ensuring that project dependencies don't conflict across your system.