Three Musketeers: Sherlock Holmes, Mathematics and Python
36 min

Three Musketeers: Sherlock Holmes, Mathematics and Python

PyCon - PyCon US 2023
Gajendra Deshpande
python forensics mathematics data-analysis statistics probability trigonometry graph-theory scipy numpy matplotlib benford-law hashing digital-forensics
Using Python and PyQgis to make cool maps
27 min

Using Python and PyQgis to make cool maps

PyCon - PyCon US 2023
Samweli Mwakisambwe
python pyqgis qgis gis geospatial mapping data-visualization python-scripting temporal-data animation-maps open-source
Create Interactive Games using MicroPython and Electronics
30 min

Create Interactive Games using MicroPython and Electronics

PyCon - PyCon US 2023
Juliana de Sousa
micropython python electronics games microbit interactive-games iot embedded-systems
Working with Time Zones: Everything You Wish You Didn't Need to Know (ZoneInfo Edition)
31 min

Working with Time Zones: Everything You Wish You Didn't Need to Know (ZoneInfo Edition)

PyCon - PyCon US 2023
Paul Ganssle
python timezones zoneinfo datetime dst utc date-arithmetic pep-615 pep-495 programming-languages
Instrumentation Nightmares: A Review of Our Toughest Cases
41 min

Instrumentation Nightmares: A Review of Our Toughest Cases

PyCon - PyCon US 2023
Hannah Stepanek Lalleh Rafeei Timothy Pansino Uma Annamalai
python instrumentation monitoring tracing observability design-patterns proxies wrapt async web-server
Building NumPy Arrays from CSV Files, Faster than Pandas
27 min

Building NumPy Arrays from CSV Files, Faster than Pandas

PyCon - PyCon US 2023
Christopher Ariza
python numpy pandas csv data-processing c-extensions performance data-modeling data-analysis staticframe
Into the Logisticverse: Improving Efficiency in Transportation Networks using Python
28 min

Into the Logisticverse: Improving Efficiency in Transportation Networks using Python

PyCon - PyCon US 2023
Uzoma Nicholas Muoh
python transportation-networks logistics optimization ortools networkx skfuzzy data-science graph-analytics
How Python is Behind the Science of the James Webb Space Telescope
32 min

How Python is Behind the Science of the James Webb Space Telescope

PyCon - PyCon US 2023
Erik Tollerud
python astronomy james-webb-space-telescope jwst scientific-ecosystem open-source infrared-astronomy data-analysis space-exploration
How To Monitor and Troubleshoot Applications using OpenTelemetry
25 min

How To Monitor and Troubleshoot Applications using OpenTelemetry

PyCon - PyCon US 2023
Ron Nathaniel
opentelemetry observability monitoring troubleshooting tracing python aws-lambda production-monitoring
Introducing incompatible changes in Python
44 min

Introducing incompatible changes in Python

PyCon - PyCon US 2023
Victor Stinner
python python-2 python-3 deprecation-warnings backward-compatibility c-extensions hpy abi code-migration testing
Inside CPython 3.11's New Specializing, Adaptive Interpreter
24 min

Inside CPython 3.11's New Specializing, Adaptive Interpreter

PyCon - PyCon US 2023
Brandt Bucher
python cpython interpreter performance-optimization adaptive-interpreter specialization programming-languages compiler-internals python-3.11 developer-tooling
Cross-Server Data Joins on Slow Networks with Python
29 min

Cross-Server Data Joins on Slow Networks with Python

PyCon - PyCon US 2023
Bert Wagner
python data-joins data-transfer data-transformation remote-work distributed-systems memory-management data-querying