How to Use Python Built-In Decoration to Improve Performance Significantly



1. @lru_cache from functools

2. @cached_property from functools

3. @jit from numba

4. @profile from line_profiler

5. @staticmethod and @classmethod

6. @singledispatch from functools



Free Code: https://www.clcoding.com/2024/07/how-to-use-python-built-in-decoration.html

Potential of Python's "Else" Statement: Beyond Basic Conditional Logic



With For Loops:

With While Loops:

With Try-Except Blocks:

With Functions and Returns:

In Comprehensions:

In Context Managers:



Free Code: https://www.clcoding.com/2024/07/potential-of-pythons-else-statement.html

Python — Using reduce()



Example 1: Sum of Elements

Example 2: Product of Elements

Example 3: Finding the Maximum Element

Example 4: Concatenating Strings

Example 5: Using an Initial Value

Example 6: Flattening a List of Lists

Example 7: Finding the Greatest Common Divisor (GCD)

Example 8: Combining Dictionaries

Example 9: Custom Function with reduce()



Free Code: https://www.clcoding.com/2024/07/python-using-reduce.html



Specialization in Data Science:

Introduction to Data Science Specialization

https://www.clcoding.com/2024/03/introduction-to-data-science.html

Data Science Fundamentals with Python and SQL Specialization

https://www.clcoding.com/2024/03/data-science-fundamentals-with-python.html

IBM & Darden Digital Strategy Specialization

https://www.clcoding.com/2024/03/ibm-darden-digital-strategy.html

IBM AI Foundations for Business Specialization

https://www.clcoding.com/2024/03/ibm-ai-foundations-for-business.html

Numerical Methods in Python

1. Newton-Raphson Method:
2. Euler's Method:
3. Secant Method:
4. Bisection Method:
5. Runge-Kutta Method (RK4):

Code: https://www.clcoding.com/2024/07/numerical-methods-in-python.html