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Whether you're just starting out or already working as a Data Engineer, having a quick Python reference guide can save you time and boost your productivity.

I’m excited to share this Python Cheat Sheet that covers key concepts every data engineer should know — from syntax basics to file handling and commonly used functions. A handy resource for daily use and interview prep.

#Python #DataEngineering #CheatSheet #PythonForData #CodingTips #DataEngineerTools #ProductivityBoost #PythonBasics #InterviewPrep #PythonReference

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💡 Python True & False: A Mini-Guide

This guide covers Python's boolean values, True and False. We'll explore how they result from comparisons, are used with logical operators, and how other data types can be evaluated as "truthy" or "falsy".

x = 10
y = 5

print(x > y)
print(x == 10)
print(y != 5)
# Output:
# True
# True
# False

Comparison Operators: Operators like >, ==, and != evaluate expressions and always return a boolean value: True or False.

is_sunny = True
is_warm = False

print(is_sunny and is_warm)
print(is_sunny or is_warm)
print(not is_warm)
# Output:
# False
# True
# True

Logical and: Returns True only if both operands are true.
Logical or: Returns True if at least one operand is true.
Logical not: Inverts the boolean value (True becomes False, and vice-versa).

# "Falsy" values evaluate to False
print(bool(0))
print(bool(""))
print(bool([]))
print(bool(None))

# "Truthy" values evaluate to True
print(bool(42))
print(bool("hello"))
# Output:
# False
# False
# False
# False
# True
# True

Truthiness: In a boolean context (like an if statement), many values are considered True ("truthy").
Falsiness: Only a few specific values are False ("falsy"): 0, None, and any empty collection (e.g., "", [], {}).

# Booleans can be treated as integers
sum_result = True + True + False
print(sum_result)

product = True * 15
print(product)
# Output:
# 2
# 15

• Internally, True is equivalent to the integer 1 and False is equivalent to 0.
• This allows you to use them in mathematical calculations, a common feature in coding challenges.

#Python #Boolean #Programming #TrueFalse #CodingTips

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By: @DataScience4
def process_data(data):
if data is None:
return "Error: No data provided."
if not isinstance(data, list) or not data:
return "Error: Invalid data format."

# ... logic is now at the top level ...
print("Processing data...")
return "Done"


#Python #CleanCode #Programming #BestPractices #CodingTips

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By: @DataScience4