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Diego Barba

Published in
Towards Data Science

Tinkering with the USDA Food Database

Preparing the USDA FoodDataCentral Database for Machine Learning algorithms and further statistical analysis.

Oct 25, 2022

Tinkering with the USDA Food Database

Oct 25, 2022

Published in
Towards Data Science

Python Concurrency — concurrent.futures

Part 3 of the Python Concurrency series. Interface simplicity brought to multi-threading and multi-processing.

Sep 1, 2022

Python Concurrency — concurrent.futures

Sep 1, 2022

Published in
Towards Data Science

Python Concurrency — Multiprocessing

Part 2 of the Python Concurrency series. The multiprocessing module enables us to perform genuinely parallel tasks. Yet there are many…

Aug 17, 2022

Python Concurrency — Multiprocessing

Aug 17, 2022

Published in
Towards Data Science

Python Concurrency — Threading and the GIL

Part 1 of the Python Concurrency series. Threads are the Global Interpreter Lock (GIL) are some of the more controversial topics in Python…

Aug 9, 2022

Python Concurrency — Threading and the GIL

Aug 9, 2022

Published in
Towards Data Science

Async for Data Scientists — Don’t Block the Event Loop

CPU-hungry tasks or non-async I/O libraries may block the event loop of your program. Learn how to avoid this in Python.

Jul 25, 2022

Async for Data Scientists — Don’t Block the Event Loop

Jul 25, 2022

Published in
Towards Data Science

Rolling Windows in NumPy — The Backbone of Time Series Analytical Methods

How do rolling (sliding) window calculations work in NumPy? How to they compare to Pandas rolling?

Jul 20, 2022

Rolling Windows in NumPy — The Backbone of Time Series Analytical Methods

Jul 20, 2022

Published in
Towards Data Science

NumPy ufuncs — The Magic Behind Vectorized Functions

Learn about NumPy universal functions (ufuncs) and how to create them. Code your own vectorized functions.

Jul 6, 2022

NumPy ufuncs — The Magic Behind Vectorized Functions

Jul 6, 2022

Published in
Towards Data Science

Python Collections Module: The Forgotten Data Containers

If you are not using the container datatypes from the collections module, you should.

Jun 29, 2022

Python Collections Module: The Forgotten Data Containers

Jun 29, 2022

Published in
Towards Data Science

Decorator Tricks for Data Scientists

If you are not using Python decorators yet, you should. Pure syntactic sugar.

Jun 28, 2022

Decorator Tricks for Data Scientists

Jun 28, 2022

Published in
Towards Data Science

Execution Times in Python

Measure the execution time of your code in Python the right way

Jun 22, 2022

Execution Times in Python

Jun 22, 2022

Diego Barba

Diego Barba

Physicist -> Data Alchemist | Quantitative Trader | Software Craftsman — https://www.linkedin.com/in/diego-barba/

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