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Python Advanced Programming

Code Like a Python Expert - Master Advanced Techniques for High-Paying Tech Roles!

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Python Advanced Programming

5 Modules

Course Curriculum

5 Modules · 21 Chapters · 21 Topics · 149 Sub-topics

Object-Oriented Programming - Part 4

1 Topics

Inheritance

7 Sub-topics

Inheritance Fundamentals

Single Inheritance

super() Function Usage

Method Overriding

Multiple Inheritance

Method Resolution Order (MRO)

Checking Inheritance with isinstance() and issubclass()

Object-Oriented Programming - Part 5

1 Topics

Polymorphism and Abstraction

7 Sub-topics

Polymorphism Concept

Duck Typing in Python

Method Overriding for Polymorphism

Operator Overloading for Polymorphism

Abstract Base Classes (ABC)

abstractmethod Decorator

Interfaces vs Abstract Classes

Advanced OOP Concepts - Part 1

1 Topics

Descriptors and Attributes

7 Sub-topics

Descriptors Protocol

__get__, __set__, __delete__ Methods

Data Descriptors vs Non-Data Descriptors

Property as Descriptor

Descriptor Use Cases

slots for Memory Optimization

Attribute Access Methods (__getattr__, __setattr__, __delattr__)

Advanced OOP Concepts - Part 2

1 Topics

Metaclasses

7 Sub-topics

Metaclasses Concept

type as Metaclass

Creating Custom Metaclasses

__new__ vs __init__ in Metaclasses

Metaclass Use Cases

Class Decorators vs Metaclasses

Abstract Base Classes Implementation

Iterators and Iterables

1 Topics

Iteration Protocol

7 Sub-topics

Understanding Iteration Protocol

Iterables vs Iterators

Creating Custom Iterators

__iter__ and __next__ Methods

StopIteration Exception

iter() and next() Built-in Functions

Infinite Iterators

Generators - Part 1

1 Topics

Generator Basics

7 Sub-topics

Understanding Generator Functions

yield Keyword Explained

Generator vs Regular Function

Generator Expressions

Generator Memory Efficiency

Consuming Generators

Generator States

Generators - Part 2

1 Topics

Advanced Generators

7 Sub-topics

Generator Methods - send()

Generator Methods - throw()

Generator Methods - close()

Coroutines Basics with Generators

Generator Pipelines

Chaining Generators

yield from Expression

Decorators - Part 1

1 Topics

Decorator Fundamentals

7 Sub-topics

Understanding Decorators Concept

Functions as First-Class Objects Review

Closures and Nested Functions

Creating Simple Decorators

@ Syntax for Applying Decorators

Decorating Functions with Arguments

functools.wraps Usage

Decorators - Part 2

1 Topics

Advanced Decorators

6 Sub-topics

Decorators with Arguments

Multiple Decorators Stacking

Class Decorators

Decorating Methods

Built-in Decorators Review (@property, @classmethod, @staticmethod)

Practical Decorator Examples

Context Managers

1 Topics

Context Management Protocol

7 Sub-topics

Understanding Context Manager Protocol

with Statement Deep Dive

Creating Context Managers with Classes

__enter__ and __exit__ Methods

Context Managers with contextlib.contextmanager

Exception Handling in Context Managers

Practical Context Manager Examples

Advanced Function Concepts

1 Topics

Advanced Functions

7 Sub-topics

Closures Deep Dive

nonlocal Keyword

global Keyword Best Practices

Function Annotations

Type Hints Basics

Callable Objects and __call__

Function Introspection

Multithreading - Part 1

1 Topics

Threading Basics

7 Sub-topics

Understanding Concurrency vs Parallelism

Threading Module Basics

Creating Threads - Thread Class

Starting and Joining Threads

Thread Synchronization Need

Global Interpreter Lock (GIL) Explained

When to Use Threading

Multithreading - Part 2

1 Topics

Thread Synchronization

7 Sub-topics

Thread Synchronization with Locks

RLock - Reentrant Lock

Semaphore for Resource Management

Event Objects for Signaling

Condition Objects

Thread-Local Data

Race Conditions and Deadlocks

Multiprocessing - Part 1

1 Topics

Process Basics

7 Sub-topics

Understanding Multiprocessing Module

Process Class Basics

Creating and Starting Processes

Process vs Thread Comparison

Multiprocessing for CPU-Bound Tasks

Process Pools with Pool Class

Context and Start Methods

Multiprocessing - Part 2

1 Topics

Inter-Process Communication

7 Sub-topics

Inter-Process Communication - Queue

Inter-Process Communication - Pipe

Shared Memory with Value and Array

Manager for Shared Objects

Process Synchronization - Lock

Process Synchronization - Semaphore, Event

Handling Process Exceptions

Asynchronous Programming - Part 1

1 Topics

Async Basics

7 Sub-topics

Understanding Async/Await Concepts

asyncio Module Introduction

Coroutines with async def

await Keyword Usage

Running Async Functions

Event Loop Basics

Async vs Sync Comparison

Asynchronous Programming - Part 2

1 Topics

Async Tasks and Patterns

7 Sub-topics

Creating Tasks with asyncio.create_task()

Running Multiple Coroutines - gather()

Timeouts with wait_for()

Async Context Managers

Async Iterators and Generators

Asynchronous Comprehensions

Error Handling in Async Code

Regular Expressions - Part 1

1 Topics

Regex Basics

7 Sub-topics

Understanding Regular Expressions Basics

re Module Functions - match(), search(), findall()

Raw Strings for Patterns

Basic Patterns - Literal Characters

Special Characters - . ^ $ * + ? { } [ ] \ | ( )

Character Classes and Ranges

Predefined Character Classes (\d, \w, \s)

Regular Expressions - Part 2

1 Topics

Advanced Regex

8 Sub-topics

Quantifiers - *, +, ?, {m,n}

Anchors - ^, $, \b, \B

Groups and Capturing

Non-Capturing Groups

Backreferences

Regex Flags (IGNORECASE, MULTILINE, DOTALL)

split(), sub(), subn() Functions

Compiling Patterns with re.compile()

Memory Management and Optimization

1 Topics

Memory Management

8 Sub-topics

Python Memory Model

Reference Counting

Garbage Collection Mechanism

Memory Profiling Basics

sys.getsizeof() Usage

Memory Optimization Techniques

Object Interning

Memory Leaks and Prevention

Performance Optimization Techniques

1 Topics

Performance Optimization

8 Sub-topics

Profiling Code with cProfile

Timing Code Execution

Memory Profiling

Optimizing Loops and Iterations

List Comprehensions vs Loops Performance

Generator vs List Performance

Built-in Functions Performance

Avoiding Common Performance Pitfalls

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Python Advanced Programming

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Python Advanced Programming

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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