Python has become one of the most popular programming languages, with a growing number of users and applications in various fields.
Its versatility, simplicity, and ease of use make it a favorite among developers and data scientists. With the constant evolution of Python, there are always new features and techniques to learn, making it essential to stay up-to-date with the latest developments.
I have compiled a list of Python tips and tricks that you must know to enhance your productivity and efficiency!
Whether you’re a beginner or an experienced Python developer, these tips will help you level up your skills and tackle complex programming tasks with ease.
So, buckle up and get ready to discover some exciting Python tips and tricks that will take your coding skills to the next level!
1. One-Liner If-Else Statements
Sometimes when an if-else expression is simple enough, it might actually be cleaner to write it as a one-liner:
isReady = False
# A regular if-else
if isReady:
print("Yay")
else:
print("Nope")
# A neat little shorthand
print("Yay") if isReady else print("Nope")
But be careful not to overdo this. It can make your code unreadable even when the intent is to make it cleaner.
2. Swap Two Variables without a Helper
This is a classic interview question: How can you swap two variables without using a third helper variable?
Yes, it is possible by:
a = 1 b = 2 a, b = b, a # Now a = 2 and b = 1
3. Chain Comparisons
Instead of doing two separate comparison conditions:
x > 0 and x < 200
You can chain them together as you do in maths:
0 < x < 200
4. One-Liner For-Loops in Python
You can use what is called list comprehension to loop through a list neatly with one line of code.
For example, let’s square each number in a list of numbers:
numbers = [1, 2, 3, 4, 5] [num * num for num in numbers]
The result:
[1, 4, 9, 16, 25]
Using comprehensions is not restricted to only lists.
You can use a similar syntax with dictionaries, sets, and generators too. For instance, let’s use dictionary comprehension to square values of a dictionary:
dict1 = {'a': 1, 'b': 2, 'c': 3, 'd': 4}
{ key: num * num for (key, num) in dict1.items() }
The result:
{'a': 1, 'b': 4, 'c': 9, 'd': 16}
5. Lambda Expressions—Write Shorter Python Functions
In Python, a lambda function is just a nameless function. It can take any number of arguments but can only have a single expression.
For instance, here is a lambda that multiplies a number by three:
lambda x : x * 3
Lambdas are useful when you need the functionality for a short period of time. A practical example is filtering a list. Python’s built-in filter method takes two parameters:
- A filtering function (this is a lambda function)
- A list to be filtered
As an example, let’s filter even numbers from a list by passing a lambda function into the filter() method to check if a number is even:
numbers = [1, 2, 3, 4, 5, 6] list(filter(lambda x : x % 2 == 0 , numbers))
The result:
[2, 4, 6]
6. Repeat Strings without Using Loops
You can simply multiply a string by an integer to repeat it as many times as you prefer:
print("word" * 4)
Output:
wordwordwordword
7. How to Reverse a String in Python
sentence = "This is just a test" sentence[::-1]
Result:
tset a tsuj si sihT
8. Simplify If-Statement Conditions
Would you agree that this looks pretty bad, even though there’s nothing wrong with it?
if n == 0 or n == 1 or n == 2 or n == 3 or n == 4 or n == 5:
Instead of this mess, you can make it look better by doing this:
if n in [0, 1, 2, 3, 4, 5]
9. Find the Most Frequent Element in a List in Python
To find the most frequently occurring element in a list, you can do:
max(set(nums), key = nums.count)
For example:
nums = [2, 2, 6, 2, 2, 3, 4, 2, 13, 2, 1] max(set(nums), key = nums.count)
This gives you 2 as the most frequent number in the list.
10. Tear Values to Variables from a List
You can easily destructure list elements into separate variables.
For example:
arr = [1, 2, 3] a, b, c = arr print(a, b, c)
Output:
1 2 3
11. Use F-Strings to Format Strings in Python
With Python 3.6 and later, you can use F-Strings to embed expressions inside strings. As an example:
name = "Matt"
age = 25
sentence = f"Hi, I'm {name} and I'm {age} years old"
print(sentence)
Output:
H, I'm Matt and I'm 25 years old.
12. Simulate Coin Toss in Python
You can use the choice() method of the random module to pick random elements from a list.
For example, if you want to simulate tossing a coin, you can do:
import random random.choice(['Head',"Tail"])
13. Join a List of Strings in Python
To join a list of strings, use the built-in join() method of a string.
For example:
words = ["This", "is", "a", "Test"]
print(" ".join(words))
Output:
This is a Test
Thanks for reading!