Python Thread Module Explained | When to Use Multiprocessing 🚀 #39 || Python ka Pitara || DeathCode

Python Multitasking 🔥 | Threads & Multiprocessing 39 || Python ka Pitara || DeathCode 🧵 Multithreading in Python – suna sabne, samjha kisne? Is video me hum Python Threads aur GIL (Global Interpreter Lock) ko poori detail me samjhenge! Aapko milega clear idea of Threading vs Multiprocessing, kab kya use karna chahiye, aur Python CPU-bound tasks ke liye kaise handle karta hai. ⚙️🔥 🎯 What You Will Learn: ✅ What is Multithreading & how it works in Python ✅ What is the GIL (Global Interpreter Lock) and why it exists ✅ How Python executes threads internally (CPython perspective) ✅ The difference between CPU-bound and I/O-bound tasks ✅ When to use `threading` module vs `multiprocessing` ✅ How multiprocessing bypasses the GIL ✅ Real performance comparison between both ✅ Common pitfalls & best practices 📌 Concepts Covered: ✔ Python Threading Module (`threading`, `Thread`, `Lock`) ✔ GIL (Global Interpreter Lock) ✔ CPU-bound vs IO-bound Tasks ✔ Multiprocessing Module & Process-based Parallelism ✔ Inter-Process Communication ✔ Thread Safety & Locks ✔ How Python handles concurrency internally 🧪 Real-World Demos You’ll See: - Running multiple threads for I/O tasks (like downloading, logging, etc.) - Running CPU-heavy code with threads vs multiprocessing - Measuring performance differences using `time` module - How GIL blocks threads on CPU-bound tasks - Using `multiprocessing.Pool` for true parallelism - Thread synchronization using `Lock`, `RLock`, and Queues 📺 Series: Python ka Pitara – DeathCode 🧑‍💻 Language: Hinglish 🎓 Level: Intermediate to Advanced 🎬 Channel: DeathCode – Real Python Internals & Deep Explanations IIT like🔥 Complete Notes(With code): https://deathcode.in/courses/python-ka-pitara/python-modules-virtual-environments-pip-introduction-14-python-ka-pitara-deathcode #PythonKaPitara #DeathCode #pip #PythonModules #VirtualEnv #IIT Python Ka Pitara: https://www.youtube.com/playlist?list=PLVwbZ9sSg3wPK6yPR49gMcZXfW6gktRei Python ka Pitara Repo: https://github.com/DeathCodeYT/python-ka-pitara You can follow us at: ► Telegram: https://t.me/deathcodeyt ► Facebook: https://www.facebook.com/DeathCodeYT/ ► Twitter: https://twitter.com/DeathCodeYT ► Instagram: https://www.instagram.com/deathcodeyt/ ► Reddit: https://www.reddit.com/user/DeathCodeYT ► Pinterest: https://pinterest.com/DeathCodeYT ► Our blog: https://deathcodeyt.blogspot.com/ ► Youtube: https://youtube.com/@DeathCodeYT Keywords: IIT Course python tutorial python python threads python threading python gil global interpreter lock python multiprocessing python thread vs process thread vs process python python multithreading python parallelism python concurrency python threading tutorial python thread module threading module python multiprocessing module python python threading example python process pool python multiprocessing pool python concurrent futures python thread safety python lock python rlock python cpu bound python io bound python cpu vs io tasks python performance optimization python speed up code python parallel processing python async python asyncio python gil explained why gil exists gil issue python gil removal python python multi core usage python single core limitation python threading demo python multiprocessing demo python concurrency internals python deep dive python ka pitara deathcode python hindi tutorial python advanced python by iitian python core concepts python internals python advanced topics python compare threads vs process python process class python thread class python join start thread python subprocess python pool map apply python ipc python interprocess communication python python shared memory python queue threading python queue multiprocessing python race condition python synchronization python thread lock example python deadlock python real world threading python io task example python cpu task example python gil and performance python threading limitations python multiprocessing benefits python threading practical python parallel computing python process based parallelism python multi process execution python modern concurrency python interpreter internals cpython gil python core deep dive python advanced thread concepts python full thread course python thread examples python pool executor python concurrent futures example python real time threading python code speed test python task parallelism python scheduling python context switching python threading lock example python beginner to pro python intermediate course python thread and gil python explained hindi deathcode python series python ka pitara advanced python threading, python gil, python multiprocessing, python thread vs process, python concurrency, python parallelism, python thread module, python cpu bound vs io bound, python threading explained, python multithreading tutorial, python ka pitara, deathcode, python hindi tutorial, python performance, python thread lock, python multiprocessing pool