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Mastering High-Performance Python 🚀 43 || Python ka Pitara || DeathCode 🚀 Python slow lagta hai? Galat likha gaya Python slow hota hai! Is video me hum deep dive karenge High-Performance Python coding techniques par – jisse aap apne Python programs ko memory-efficient, CPU-efficient aur production-ready bana sakte ho 🔥 Ye video un logon ke liye hai jo sirf Python chalana nahi, Python ko fast aur scalable banana seekhna chahte hain 💪 🎯 What You Will Learn: ✅ Why Python code becomes slow (real reasons) ✅ CPU-bound vs I/O-bound performance bottlenecks ✅ Writing cache-friendly & branch-efficient code ✅ Data structures choice & algorithmic impact ✅ Loop optimization tricks (local variables, hoisting, etc.) ✅ Function call & object creation overhead ✅ Memory optimization (`__slots__`, generators, reuse) ✅ Profiling tools: `time`, `timeit`, `cProfile`, `line_profiler` ✅ When to use C-extensions, NumPy, PyPy, or multiprocessing 📌 Concepts Covered: ✔ Python Execution Model ✔ Interpreter Overhead ✔ Memory Allocation & GC Impact ✔ CPU Cache & Python Objects ✔ Algorithmic Complexity ✔ Profiling & Benchmarking ✔ Performance Anti-Patterns ✔ Real Optimization Strategies 🧪 Real-World Examples You’ll See: Slow vs optimized loops (10x speed difference) List vs generator vs iterator performance Dict vs list vs set lookup benchmarks Function calls vs inline logic Memory-heavy objects vs optimized objects Profiling real scripts and fixing bottlenecks When “clever code” is slower than simple code 📺 Series: Python ka Pitara – DeathCode 🧑💻 Language: Hinglish 🎓 Level: Advanced 🎬 Channel: DeathCode – Python Internals & Performance Secrets 🔥 Complete Notes(With code): https://deathcode.in/courses/python-k... #PythonKaPitara #DeathCode #pip #PythonModules #VirtualEnv #IIT Python Ka Pitara: • Python Ka Pitara – Zero Se Expert Tak (Sab... Python ka Pitara Repo: https://github.com/DeathCodeYT/python... You can follow us at: ► Telegram: https://t.me/deathcodeyt ► Facebook: / deathcodeyt ► Twitter: / deathcodeyt ► Instagram: / deathcodeyt ► Reddit: / deathcodeyt ► Pinterest: / deathcodeyt ► Our blog: https://deathcodeyt.blogspot.com/ ► Youtube: / @deathcodeyt Keywords: IIT Course python tutorial python high performance python python optimization python performance speed up python python fast code python efficient code python profiling python cprofile python line profiler python memory optimization python cpu optimization python timeit python execution model python interpreter internals python gc impact python memory allocation python object overhead python cache friendly code python loop optimization python local variables speed python function overhead python algorithm complexity python data structures performance list vs set vs dict speed python lookup speed python generators performance python iterators speed python _slots_ python memory efficient objects python deep dive python advanced topic python ka pitara deathcode python hindi tutorial python by iitian python expert level python pro tips python optimization tricks python real benchmarks python code profiling python performance tuning python cpu bound python python io bound python python multiprocessing performance python threading performance python async performance python cython intro python numpy performance python pypy performance python jit compilation python c extensions python low level optimization python internals python object model python fast loops python reduce overhead python clean code performance python premature optimization python bottleneck analysis python scalable code python production python python backend optimization python real world performance python advanced course python masterclass python speed comparison python memory leaks python performance anti patterns python slow code fix python performance debugging python profiler tools python efficient algorithms python code optimization guide python high speed programming python interpreter cost python cpu cache python branch prediction python code hot paths python profiling demo python performance explained python internals explained python software engineering python optimization mindset high performance python, python optimization, python speed up, python fast code, python performance tips, python profiling, python cprofile, python timeit, python memory optimization, python cpu optimization, python ka pitara, deathcode, python hindi tutorial, python advanced, python efficient coding