Python Dev Mistake: '==' vs 'is'

A Python Design Question Asked in an Interview Question: What is the difference between multithreading and multiprocessing in Python, and when would you use each? Answer: I usually decide based on the type of task. If the application is waiting on external operations like API calls, database queries, or file uploads, I use multithreading because it handles I/O tasks efficiently. But if the system is performing heavy computations like data processing or image manipulation, I prefer multiprocessing since it uses separate processes and avoids Python’s GIL (Python Global Interpreter) limitation. In simple terms, threads are good for waiting tasks, processes are better for heavy calculations. #Python #BackendDevelopment #SoftwareEngineering #InterviewPreparation #SystemDesign #WebDevelopment #TechCareers

📌 Python Assignment Operators Assignment operators are used to assign values to variables and update them easily. Example: • x = 5 → Assigns value 5 to the variable x • x += 100 → Adds 100 to x and stores the result in x • x %= 5 → Finds the remainder when x is divided by 5 and updates x These operators help write cleaner and shorter code while performing operations on variables. #Python #PythonProgramming #LearnPython #CodingJourney #ProgrammingBasics #DataAnalytics 🚀

🚀 Formatting Dates and Times (strftime) (Python) The `strftime()` method is used to format date and time objects into strings. It takes a format string as an argument, which specifies how the date and time should be represented. Different format codes are available to represent various components of the date and time. This is crucial for presenting dates and times in a user-friendly or application-specific format. #Python #PythonDev #DataScience #WebDev #professional #career #development

Downloads folder messy? This Python script auto-sorts files into folders by type. Clean up in seconds. This Automation brings you feel better next time visit to your PC https://lnkd.in/gxqHzcwM #Python #AutomateEverything #FolderOrganizer #clumsy #cleanUp

What will be the output of the following Python code? Answer with explanation. x = 1 def f(): global x x += 2 x = x + f() print(x) A) 3 B) None C) TypeError D) 5

Stop confusing API Gateway, Load Balancer and Reverse Proxy. They're NOT the same thing. I made a simple handbook that explains all three — with real examples, configs, and interview questions. #SystemDesign #BackendEngineering #API #Microservices #PythonDeveloper #Python

Identity matters in Python 🐍 x = [1, 2] y = x z = [1, 2] print(x is y) print(x is z) print(x == z) #viral #fyp #foryou #python #pythonlearning

🚀 Day 14/30 – Search Insert Position (Binary Search in Python) Today’s problem: LeetCode 35 – Search Insert Position We’re given: A sorted array of distinct integers A target value If the target exists → return its index. If not → return the index where it should be inserted.SoarX Constraint: O(log n) runtimeConsistency > Motivation 💪 #30DaysOfCode #BinarySearch #python #DSA #Algorithms #CodingChallenge #LeetCode

When retrieving a slice with loc in #Python #Pandas, the end point is included, highly unusual in Python! s = pd.Series([10, 20, 30, 40, 50], index=list('abcde')) s.loc['a':'c'] # a, b, c (inclusive!) s.iloc[0:2] # a, b (exclusive, like Python)