💡Visit all the articles in the series of blogs post about Parallelism with PythonParallelism with Python - Introduction Parallelism with Python - The Basics Parallelism with Python - Parallel DataFrames with Dask Bonus: Progress bar with tqdm in parallel executions Example use caseAPI callsUsing Threadshtop usageUsing Processeshtop usageSerialization challenges - Thread safeSQLAlchemy connectionsboto3 clientsÂ