PyCon US 2021

Videos

1 — Python: The Next Generation
Meg Ray
2 — KEYNOTE / Robert Erdmann
3 — KEYNOTE / Python Steering Council / C. Willing, T. Wouters, B. Cannon, P. Galindo Salgado, B. Warsaw
4 — KEYNOTE / Saron Yitbarek
5 — KEYNOTE / Python Software Foundation Community Address / Ewa Jodlowska
6 — KEYNOTE / Akshay Sharma
7 — Writing Good Documentation for Developers
Meredydd Luff
8 — Testing stochastic AI models with Hypothesis
Marina Shvartz
9 — Reproducible and maintainable data science code with Kedro
Yetunde Dada
10 — pyKnit: math tools for knitters
Terri Oda
11 — Data Processing on Ray
SangBin Cho
12 — Learning python during lockdown: a surprising bonding experience with my child
Shemra Rizzo
13 — Scalene: A high-performance, high-precision CPU+GPU+memory profiler for Python
Emery Berger
14 — Event-driven applications: Apache Kafka and Python
Francesco Tisiot
15 — Oops! I Became an Open Source Maintainer!
Mariatta Wijaya
16 — TALK / Itamar Turner-Trauring / 0 to production-ready: a best-practices process for Docker packaging
17 — Creating extensible workflows with off-label use of Python
Benjy Weinberger
18 — Narrative-focused video games development with Ren'Py an open source engine
Susan Shu Chang
19 — From 3 to 300 fps: NES Emulation in Python and Cython
James Murphy
20 — CHARLAS / Mauricio Vásquez / Tracing Distribuido con OpenTelemetry
21 — CHARLAS / María José Meneses / Restauración de imágenes multiespectrales con GAN
22 — CHARLAS / Rafael Santos / El Zen de Python en español
23 — Packaging Python in 2021
Jeremy Paige
24 — CHARLAS / Luis Conejo / GitHub Classroom: Una herramienta simple para la enseñanza de Python
25 — CHARLAS / Eric Arellano / Cuándo usar extensiones nativas en Rust: rendimiento accesible y seguro
26 — The magic of "self": How Python inserts "self" into methods.
Sebastiaan Zeeff
27 — Python Performance at Scale - Making Python Faster at Instagram
Dino Viehland
28 — Dask-SQL: Empowering Pythonistas for Scalable End-to-End Data Engineering
Adam Breindel
29 — TALK / Rebecca Bilbro, Daniel Sollis, Mark, Patrick Deziel /PyTesting the Limits of Machine Learning
30 — More Fun With Hardware and CircuitPython - IoT, Wearables, and more!
Nina Zakharenko
31 — Static Sites with Sphinx and Markdown
Paul Everitt
32 — TALK / Alexander Hultnér / Intro to Pydantic, run-time type checking for your dataclasses
33 — TALK / Reuven M. Lerner / When is an exception not an exception? Using warnings in Python
34 — Secure Software Supply Chains for Python
Dustin Ingram
35 — Using Declarative Configs for Maintainable Reproducible Code
Jonathan Striebel
36 — Protocol: the keystone of type hints
Luciano Ramalho
37 — TALK / Alan Yu, Vasu Bhog / What we learned from Papermill to operationalize notebooks
38 — Patterns of ML Models in Production
Simon Mo
39 — Restarting Pyjion, a general purpose JIT for Python- is it worth it?
Anthony Shaw
40 — No, Maybe and Close Enough: Using Probabilistic Data Structures in Python
Simon Prickett
41 — The Road to Pattern Matching in Python
Tobias Kohn
42 — Getting an Edge with Network Analysis with Python
Alon Nir
43 — An Introduction to FastAPI
Thomas Jewitt
44 — Large Scale Data Validation (with Spark and Dask)
Kevin Kho
45 — Statistical Typing: A Runtime TypingSystem for Data Science&Machine Learning
Niels Bantilan
46 — TALK / Randall Hunt, Mike Ruberry / From NumPy to PyTorch, A Story of API Compatibility
47 — TALK / Łukasz Langa / Generate buzz with realtime FM audio synthesis
48 — TALK / Graham Bleaney, the_storm/ Unexpected Execution: Wild Ways Code Execution can Occur in Python
49 — SPONSOR WORKSHOP / Jérôme Vieilledent, Sümer Cip / Blackfire: Debugging Performance
50 — TALK / Jenna Conn, Hannah Cline / Optimizing Data Retrieval with Python Celery
51 — SPONSOR WORKSHOP / Angel Riviera / CircleCl - CICD 101
52 — SPONSOR WORKSHOP / Anthony Shaw / Microsoft
53 — SPONSOR WORKSHOP / Mike, Joe, Ryan Soley, Sri / Capital One
54 — SPONSOR WORKSHOP / Zhiyi Ma, Shagun Sodhani / Facebook
55 — SPONSOR WORKSHOP / Paul Prescod / SalesForce
56 — SPONSOR WORKSHOP / Charlie Engelke/ Google
57 — SPONSOR WORKSHOP / Seth Larson / Elastic
58 — SPONSOR WORKSHOP / Shay DeWael and Alissa Renz /Slack
59 — TUTORIAL / Mike Müller / Functional Python
60 — TUTORIAL / Eric Ma / Magical NumPy with JAX
61 — Your app is async so take advantage of it for development!
John Belmonte
62 — SPONSOR WORKSHOP / Eric Zhang / Huawei: Data Pre-processing in MindSpore
63 — TUTORIAL / All Sweigart / A complete Beginner's Guide to Python by Making Simple Games
64 — TUTORIAL / Ramon Perez / Dashboards for All
65 — TUTORIAL / Bernát Gabor / Python Packaging Demystified
66 — TUTORIAL / Ryan S McCoy / From Spreadsheets to DataFrames
67 — TUTORIAL / Marysia Winkels / (Serious) Time for Time Series
68 — TUTORIAL / Moshe Z / Python Unit Testing with Pytest and Mock
69 — Gradual Typing in Practice
Maggie Moss
70 — What are quantum computers, and how can we train them in Python?
Josh Izaac
71 — TUTORIAL / James Bourbeau, Julia Signell / Hacking Dask: Diving Into Dask;s Internals
72 — TUTORIAL / Zac Hatfield-Dodds / Introduction to Property-Based Testing
73 — TUTORIAL / Mariatta / Writing Documentation with Sphinx and reStructuredText
74 — TUTORIAL / Eyal Kazin / A Hands-On Introduction To Multi-Objective Optimization
75 — TUTORIAL / Andrea and Josh / Practical Deep Learning for Data Scientists
76 — SUMMIT / Education
77 — TUTORIAL / Trey Hunner / Hands-On Regular Expressions in Python
78 — SUMMIT / Trainers
79 — SUMMIT / Typing
80 — SUMMIT / Maintainers
81 — Introduction to Sprinting Workshop - Chalmer Lowe