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Python / Core Python Fundamentals Interview Questions

How does the for loop work in Python, and what is the role of range()?

Python's for loop iterates over any iterable — lists, strings, tuples, dictionaries, files, generators, and more. Unlike C-style for loops with an index counter, Python's loop just hands you each item in turn.

fruits = ['apple', 'banana', 'cherry']
for fruit in fruits:
    print(fruit)

# Iterating a string character by character
for ch in 'hello':
    print(ch)

range() generates a lazy sequence of integers and is the standard way to loop a fixed number of times. It takes up to three arguments: range(stop), range(start, stop), or range(start, stop, step). It never stores the full list in memory — it yields one integer at a time, making it memory-efficient even for range(10_000_000).

for i in range(5):        # 0 1 2 3 4
    print(i)

for i in range(2, 10, 2): # 2 4 6 8
    print(i)

When you need both the index and the value, use enumerate() instead of manually tracking a counter:

for idx, fruit in enumerate(fruits, start=1):
    print(idx, fruit)  # 1 apple  2 banana  3 cherry

break exits the loop early; continue skips to the next iteration. A for loop can also have an else clause that runs only if the loop completed without hitting break — useful for search patterns.

What does range(2, 10, 3) produce?
Which built-in gives you both the index and value when iterating a list?

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What is Python and what makes it popular for software development? How do variables work in Python, and what does dynamic typing mean? How do conditional statements work in Python? How does the for loop work in Python, and what is the role of range()? When should you use a while loop instead of a for loop in Python? What is a Python list and what operations are most commonly used? What is a tuple in Python and when should you choose it over a list? How do Python dictionaries work and what are the most important operations? What is a Python set and what makes it useful for membership testing? How do you define and call a function in Python? What is variable scope in Python and how does the LEGB rule work? How does exception handling work in Python using try/except? What are the different ways to format strings in Python, and which is preferred? What is list comprehension and how does it differ from a regular for loop? What are *args and **kwargs in Python function definitions? What is a lambda function in Python and when is it appropriate to use one? What is the mutable default argument trap in Python and how do you fix it? How do you use dictionary comprehension to transform data payloads in Python? How does slicing work in Python for lists, strings, and tuples? What is tuple unpacking and extended unpacking in Python? What do the pass, break, and continue statements do in Python loops? What is None in Python, and when should you use 'is' versus '=='? How do you work with nested data structures such as a list of dictionaries? What is a generator in Python and how does it differ from a list? What is a decorator in Python and how do you write one? How do you define a class in Python, and what is the role of __init__? How does inheritance work in Python and what is method resolution order (MRO)? How do you read from and write to files in Python? How do Python modules and imports work? Which Python built-in functions are most important to know for coding interviews? How does Python determine whether a custom object is truthy or falsy? What is the difference between a shallow copy and a deep copy in Python? Which Python string methods are most useful for cleaning and parsing data payloads? How do enumerate() and zip() make loops more Pythonic? What is the Python exception class hierarchy and how do you create custom exceptions? What is the walrus operator (:=) and when is it useful? How does Python's sort work, and what is the difference between sort() and sorted()? What are Python dataclasses and when should you use them instead of regular classes? What is a context manager in Python and how do you implement one? How do Python type hints work and how do you use them in function signatures? Can you create a tuple comprehension in Python, and what is a generator expression? How does recursion work in Python and what are its limitations? How do you parse and build JSON payloads in Python? Why should you use Python's logging module instead of print() in production code? What is PEP 8 and which conventions does it define for Python code?
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