Level Up your python skills with ultimate trick tips
Tags: python, softwareengineering, softwaredevelopment, coding
Published: 2024-03-17 06:29:03

![](https://cdn-images-1.medium.com/max/2054/1*PybDJe1gyA9lZ_Ayrrk3Hg.png)

Python, known for its versatility and readability, offers a plethora of tips and tricks to enhance your coding experience.

In this blog post, we’ll explore 25+ invaluable tips and tricks that can significantly boost your coding efficiency and empower you to write more concise and powerful code.

Each tip is accompanied by illustrative examples, and some include external or internal links to enhance comprehension and facilitate application.

**Lets explore its all spectrum —**

 1. **Harness *args and **kwargs for Flexible Function Arguments —**

![](https://cdn-images-1.medium.com/max/2940/1*TDfmujyWnUhunuLPdWV3CA.png)

2. **Use [zip( )](https://www.w3schools.com/python/ref_func_zip.asp) for Parallel Iteration —**

![](https://cdn-images-1.medium.com/max/2940/1*B_4uBTBnyxTLR6A0I2ahBw.png)

**3. Unpacking Sequences for Cleaner Assignments —**

![](https://cdn-images-1.medium.com/max/2940/1*b_fzfpb71aE9T9gOgvEWQQ.png)

**4. List [Comprehensions](https://medium.com/@cleverzone/harnessing-the-power-of-for-loop-comprehension-in-python-de7f7ca27614) for Concise Iteration —**

![](https://cdn-images-1.medium.com/max/2940/1*OMRP6iNSwNj8h8x7RulBXQ.png)

**5. Swap Values with One Line —**

![](https://cdn-images-1.medium.com/max/2940/1*rORsHGBzlLGC659tQMOdbg.png)

**6. Multiple Assignment with a Single Value —**

![](https://cdn-images-1.medium.com/max/2940/1*L8TZ8C1gwofCptWDl7Clxw.png)

**7. Use [enumerate()](https://www.programiz.com/python-programming/methods/built-in/enumerate) for Index-Value Pairs —**

![](https://cdn-images-1.medium.com/max/2940/1*x-SBQRT6p5Fzf5-F9PWiJA.png)

**8. Use [any()](https://www.freecodecamp.org/news/python-any-and-all-functions-explained-with-examples/) and [all()](https://www.freecodecamp.org/news/python-any-and-all-functions-explained-with-examples/) for Logical Checks —**

![](https://cdn-images-1.medium.com/max/2940/1*Vnd9etV1GwSVCXq0oVe7_Q.png)

**9. [collections.Counter ](https://docs.python.org/3/library/collections.html#collections.Counter)for Counting Items —**

![](https://cdn-images-1.medium.com/max/2940/1*7T3qayCTQKjvy0ByKkjeNg.png)

**10. Simultaneous Filtering and Transforming with Generator Expressions —**

![](https://cdn-images-1.medium.com/max/2940/1*hgaxKQLaUapxJTDx1xjk2Q.png)

Traditional Method —

* First, a list ***squares*** is generated using a list comprehension, where each element is the square of the corresponding number in the range from 0 to 9.

* Then, another list comprehension is used to filter out the even squares from the ***squares ***list, and the result is stored in the list ***even_squares*** .
The ***even_squares*** list will contain **[0, 4, 16, 36, 64]** .

Using Generator Expressions —

* This code snippet uses a generator expression to achieve the same task.

* Inside the generator expression, another generator expression*** (i ** 2 for i in range(10))*** generates the squares of numbers from ***0 to 9***.

* Then, each square is filtered for evenness, and only even squares are yielded.
The ***even_squares ***generator will produce the even squares **[0, 4, 16, 36, 64]** when iterated over.

**11. [collections.defaultdict ](https://docs.python.org/3/library/collections.html#collections.defaultdict)for Default Values in Dictionaries —**

![](https://cdn-images-1.medium.com/max/2940/1*X0P-0RUO28Y3pp25-6HBKg.png)

**12. [collections.namedtuple](https://docs.python.org/3/library/collections.html#collections.namedtuple) for Readable Data Structures —**

![](https://cdn-images-1.medium.com/max/2940/1*k775zUU93gVymg4L06JR3w.png)

**13. Use with Statement for Automatic Resource Management —**

![](https://cdn-images-1.medium.com/max/2940/1*ltFox1NyMXvp1WpC2IOsxA.png)

The with statement in Python is used to ensure proper handling of resources. In this case, it ensures that the file is properly opened and closed, even if an error occurs during the process. It automatically takes care of closing the file once the block of code inside it is executed.

**14. Chained Comparison for Multiple Conditions —**

![](https://cdn-images-1.medium.com/max/2940/1*sh_2NSjmMK29mX-iS3enZA.png)

**15. The += Operator for In-Place Addition —**

![](https://cdn-images-1.medium.com/max/2940/1*1saAwgfiDWMUUlQEKfuEWA.png)

**16. Using __doc__ for Accessing Docstrings —**

![](https://cdn-images-1.medium.com/max/2940/1*Vk8UsnCIUtc1sZHN3fWUow.png)

**17. * Unpacking in Function Calls —**

![](https://cdn-images-1.medium.com/max/2940/1*4Dv8xIq-PFGzBSeSA7TC4w.png)

**18. Use [sorted()](https://www.w3schools.com/python/ref_func_sorted.asp) with Custom Key Functions —**

![](https://cdn-images-1.medium.com/max/2940/1*u_QzOnTyXtyyY2eB_ktytw.png)

**19. The Walrus Operator := for Assignment Expressions (Python 3.8+) —**

![](https://cdn-images-1.medium.com/max/2940/1*zA-c4023UFm5lawQ-uxllQ.png)

**20. F-strings for Elegant String Formatting (Python 3.6+) —**

![](https://cdn-images-1.medium.com/max/2940/1*5uRJfGBaA7G6ASLu2u4MWQ.png)

**21. String [format( ) ](https://www.w3schools.com/python/python_string_formatting.asp)—**

![](https://cdn-images-1.medium.com/max/2940/1*9Dm7uK3KvIbRt1hQZUialQ.png)

**22.[ functools.partial ](https://docs.python.org/3/library/functools.html)for Partial Function Application —**

![](https://cdn-images-1.medium.com/max/2940/1*xwVWH23D-0eMYIo6_LH9jA.png)

**23. Using [try-except-else](https://www.w3schools.com/python/python_try_except.asp) Blocks for Clean Error Handling —**

![](https://cdn-images-1.medium.com/max/2940/1*2UqIjpAJlqnwB1tWc1WGpg.png)

**24. Use is and is not for Identity Comparison —**

![](https://cdn-images-1.medium.com/max/2940/1*eKKv3A868OSrDd4TyUtVVg.png)

**25. List [Slicing](https://www.w3schools.com/python/python_strings_slicing.asp) for Elegant Sub-setting —**

![](https://cdn-images-1.medium.com/max/2940/1*5VOwDjLl4REktCp79Nxccw.png)

**26. [reversed()](https://www.w3schools.com/python/ref_func_reversed.asp) for Reversing Iterables —**

![](https://cdn-images-1.medium.com/max/2940/1*Ql2QxaL2VOeyYE8scgFTRg.png)

**27. Use [set](https://www.w3schools.com/python/python_sets.asp) to Remove Duplicates —**

![](https://cdn-images-1.medium.com/max/2940/1*4CucksUavESkl4tkM9NfTA.png)

**Conclusion** : By incorporating these tips and tricks into your python development workflow, you can enhance your productivity and write cleaner, more maintainable code.

However, it’s important to note that these are just a few examples, and python offers a vast of features and techniques to explore.

Keep learning and experimenting to become a more proficient python developer .