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Concurrent and Parallel Programming in Python
Threading
Threading, Multiprocessing, Async Introduction (13:52)
Threading in Python (18:52)
Creating a Threading Class (14:58)
Creating a Wikipedia Reader (14:06)
Creating a Yahoo Finance Reader (16:23)
Queues and Master Scheduler (15:06)
Creating a Postgres Worker (21:54)
Integrating the Postgres Worker (20:11)
Yaml File Introduction (18:30)
Creating a Yaml Reader (30:54)
Improving Our Wiki Worker (28:21)
Improving All Workers and Adding Monitoring (29:01)
Final Program Cleanup (7:13)
Locking (12:06)
Multiprocessing
Multiprocessing Introduction (7:27)
Multiprocessing Queues (7:35)
Multiprocessing Pool (10:40)
Multiprocessing Pool Map Multiple Arguments (4:05)
Multiprocessing Multiple Varying Arguments (4:45)
Multiprocessing Checking Elements in List in Certain Ranges (6:28)
Asynchronous
Introduction to Writing Asynchronous Programs (12:10)
Asynchronous Tasks (6:30)
Async Gather Method (7:40)
Using Async Timeouts (3:12)
Creating Asynchronous For Loops (3:00)
Using Asynchronous Libraries (10:28)
The Async Wait Statement (10:06)
Combining Async and Multiprocessing (12:14)
Multiprocessing Introduction
Here, we will understand multiprocessing and monitor how our CPU functions during multiprocessing.
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