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Python Concurrent and Parallel Programming

Unlock Python's true power with concurrent programming mastery!

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Python Concurrent and Parallel Programming
4 Modules
March 2026
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Course Curriculum

4 Modules · 10 Chapters · 10 Topics · 69 Sub-topics

01
Foundation
2 Chapters · 2 Topics · 14 Sub-topics
Getting Started with Python
1 Topics
Introduction to Python
7 Sub-topics
What is Python and Why Learn It
Understanding Python Versions (HTML4 vs HTML5)
Installing Python and Setting Up Environment
Understanding Python REPL and Interactive Mode
Writing Your First Python Program
Python IDEs and Text Editors Overview
Understanding Python File Structure
Functions - Part 1
1 Topics
Function Basics
7 Sub-topics
Defining Functions with def Keyword
Function Parameters and Arguments
Return Statement and Return Values
Returning Multiple Values
Function Documentation with Docstrings
Function Scope and LEGB Rule
None Type and Default Returns
02
Threading
2 Chapters · 2 Topics · 14 Sub-topics
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
03
Multiprocessing
2 Chapters · 2 Topics · 14 Sub-topics
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
04
Asynchronous Programming
4 Chapters · 4 Topics · 27 Sub-topics
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
Asynchronous Programming - Part 3
1 Topics
Async Synchronization
7 Sub-topics
asyncio Queues
asyncio Locks and Semaphores
asyncio Events
Async File I/O
Combining Async with Threading/Multiprocessing
Async Best Practices
Common Async Patterns
Context Variables (Advanced)
1 Topics
Context Variables
6 Sub-topics
Understanding contextvars Module
ContextVar Creation and Usage
Context Copying and Isolation
Using Context Variables with Asyncio
Context Variables vs Thread-Local
Practical Use Cases

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