Python

Table of Contents Introduction Understanding Performance Bottlenecks Memory Optimization Techniques Choosing the Right Data Structures Generators vs Lists Using __slots__ in Classes Memory Profiling Tools CPU Optimization Techniques Algorithm and Data Structure Optimization Leveraging...

Table of Contents Introduction Understanding CPU-Bound and IO-Bound Programs What is a CPU-Bound Program? What is an IO-Bound Program? How Multithreading Works in Python Multithreading in IO-Bound Programs Why It Works...

Table of Contents Introduction to Numba and JIT Compilation How Numba Works: An Overview Installing Numba Numba Basics: Applying JIT Compilation Numba Performance Benefits Numba Advanced Features When to Use Numba Example:...

Table of Contents Introduction What is Cython? How Cython Works Cython vs Pure Python The Role of Static Typing The Cython Compilation Process Installing Cython Using Cython in Python Projects Writing Cython Code Compiling...

Table of Contents Introduction Why Performance Matters in Python Key Performance Bottlenecks in Python Global Interpreter Lock (GIL) Memory Management Inefficient Algorithms I/O Bound Operations Profiling Your Python Code Optimizing Algorithms and Data...

Table of Contents Introduction What is the Global Interpreter Lock (GIL)? How Does the GIL Work in Python? The Impact of GIL on Multi-threaded Programs GIL and Python’s Threading...

Table of Contents Introduction Why Profiling is Important Profiling with cProfile Overview of cProfile How to Use cProfile Interpreting cProfile Output Example of Using cProfile Profiling with timeit Overview of timeit How to Use...

Table of Contents Introduction Why Advanced Async Techniques Matter Understanding aiohttp: Asynchronous HTTP Client and Server Installing aiohttp Making Asynchronous HTTP Requests with aiohttp Building an Asynchronous Web Server with...

Table of Contents Introduction What is Asyncio in Python Understanding Coroutines Declaring and Running Coroutines Awaiting Coroutines Understanding Tasks Creating and Managing Tasks Scheduling Multiple Tasks Concurrently Understanding Futures Futures and Their Role in...

Table of Contents Introduction What is Threading in Python How Python Threading Works Global Interpreter Lock (GIL) and its Impact Threading Use Cases Example of Threading What is Multiprocessing in Python How...

Table of Contents Introduction Django Middleware What is Middleware Built-in Middleware in Django Creating Custom Middleware Best Practices for Middleware Django Signals What are Signals Common Use Cases Connecting and Sending Signals Built-in Django Signals Caching...

Table of Contents Introduction to Django Why Choose Django for Web Development The MTV Architecture in Django Model Template View Django ORM (Object-Relational Mapping) Introduction to ORM How Django ORM Works Querying the Database...