id stringlengths 31 32 | content stringlengths 466 2.48k | content_type stringclasses 1
value | meta dict | id_hash_keys sequence | score null | embedding null |
|---|---|---|---|---|---|---|
d7be49403931b98bbc3e7a5d4a7ae251 | Talks: How we are making CPython faster. Past, present and future.
Saturday - April 22nd, 2023 2:30 p.m.-3 p.m. in
Presented by:
Mark Shannon
Experience Level:
Some experience
Description
Many of you will will have heard that Python 3.11 is considerably faster than 3.10.
How did we do that? How are we going to make 3.... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/73",
"_split_id": 0
} | [
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] | null | null |
1171b5720aac29bd6fe3229323ae84cd | Tutorials: Data of an Unusual Size: A practical guide to analysis and interactive visualization of massive datasets
Wednesday - April 19th, 2023 9 a.m.-12:30 p.m. in
Presented by:
Pavithra Eswaramoorthy
Dharhas Pothina
Experience Level:
Some experience
Description
While most folks aren't at the scale of cloud giants o... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/64",
"_split_id": 0
} | [
"content"
] | null | null |
66d5d29f45604914358f7e1de36c6294 | Talks: Oh no! My regex is causing a Denial of Service! What can I do about it?
Saturday - April 22nd, 2023 4:15 p.m.-4:45 p.m. in
Presented by:
Guillaume Dequenne
Quazi Nafiul Islam
Experience Level:
Some experience
Description
Every modern programming language supports regular expressions. Python uses a backtracking ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/60",
"_split_id": 0
} | [
"content"
] | null | null |
71d340af6d3ea35ebbde02a07ce14b7c | Charlas: OCR, Reconocimiento y obtención de información a través de imágenes
Friday - April 21st, 2023 12:15 p.m.-12:45 p.m. in
Presented by:
Alison Orellana Rios
Experience Level:
Advance experience
Description
Se verá el área de reconocimiento de patrones y texto en imágenes diversas, el procesamiento que requiere c... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/55",
"_split_id": 0
} | [
"content"
] | null | null |
a747672a76180fc77cc9ae7b79aac7d4 | Charlas: Cómo Python puede ayudar a monitorear gobiernos
Friday - April 21st, 2023 2:30 p.m.-3 p.m. in
Presented by:
Judite Cypreste
Experience Level:
Some experience
Description
Con el riesgo inminente de la caída de las democracias y los constantes ataques a los medios de comunicación, el acceso a la información se ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/25",
"_split_id": 0
} | [
"content"
] | null | null |
a09d159c961699e05e5b90c87f9c7a9e | Talks: How Python is Behind the Science of the James Webb Space Telescope
Friday - April 21st, 2023 11:30 a.m.-noon in
Presented by:
Erik Tollerud
Experience Level:
Just starting out
Description
The James Webb Space Telescope (JWST) is one of the largest science projects in history. Its aim is to blow the door open on... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/122",
"_split_id": 0
} | [
"content"
] | null | null |
efada6628b8d838caa9c3610252ae902 | Talks: Approaches to Fairness and Bias Mitigation in Natural Language Processing
Friday - April 21st, 2023 10:45 a.m.-11:15 a.m. in
Presented by:
Angana Borah
Experience Level:
Some experience
Description
With the advent of large pre-trained language models like GPT, BERT, etc., and their usage in almost all natural l... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/56",
"_split_id": 0
} | [
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] | null | null |
8af2c308ec9f93c180142b71144e2fc5 | Talks: Pythonic `functional` (`iter`)tools for your data challenges
Friday - April 21st, 2023 5 p.m.-5:30 p.m. in
Presented by:
Valerio Maggio
Experience Level:
Just starting out
Description
Nowadays Python is very likely to be the first choice for developing machine learning or data science applications. Reasons for ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/129",
"_split_id": 0
} | [
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] | null | null |
4beb026dac3740f482d3f54b01da02bd | Talks: How To Keep A Secret
Saturday - April 22nd, 2023 3:15 p.m.-3:45 p.m. in
Presented by:
Glyph
Experience Level:
Some experience
Description
API keys, passwords, auth tokens, cryptographic secrets… in the era of cloud-based development, we've all got a bunch of them. But where do you put them? How do you keep them... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/149",
"_split_id": 0
} | [
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] | null | null |
5a8e7d7fb0dd435bf44ae9e1682ef8c0 | Talks: 10 Ways To Shoot Yourself In The Foot With Tests
Saturday - April 22nd, 2023 3:15 p.m.-3:45 p.m. in
Presented by:
Shai Geva
Experience Level:
Some experience
Description
Tests are great.
Except when they’re not.
Almost every developer who’s worked with tests has encountered a test suite that caused a lot of pai... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/89",
"_split_id": 0
} | [
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] | null | null |
2e4585c666008bbf57e1a5c6f1543aa9 | Talks: A pythonic full-text search
Sunday - April 23rd, 2023 1:45 p.m.-2:15 p.m. in
Presented by:
Paolo Melchiorre
Experience Level:
Some experience
Description
A full-text search on a website is the best way to make its contents easily accessible to users because it returns better results and is in fact used in onlin... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/148",
"_split_id": 0
} | [
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] | null | null |
e62c092b10bfd7949d6b5ef49b766a04 | Sponsor Presentations: Python Profiling State of the World (Sponsor: Sentry)
Thursday - April 20th, 2023 3:30 p.m.-4:30 p.m. in
Presented by:
Shana Matthews
Indragie Karunaratne
Description
Most Python devs are familiar with built-in profiling tools like cprofile, but the world of profilers has expanded rapidly. In thi... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/153",
"_split_id": 0
} | [
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] | null | null |
d6429e606b95a35d6e5aa46a0928bf80 | Tutorials: Web Development With A Python-backed Frontend: Featuring HTMX and Tailwind
Wednesday - April 19th, 2023 9 a.m.-12:30 p.m. in
Presented by:
Mario Munoz
Experience Level:
Some experience
Description
Want to bring hypermedia into your web design workflow, ditching the complexity of JSON-over-HTTP for a more RE... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/151",
"_split_id": 0
} | [
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] | null | null |
7be6579ebfbb97307adee551f8d4bbdf | Sponsor Presentations: Best Practices for Using Python to Power Serverless Applications (Sponsor: Capital One)
Thursday - April 20th, 2023 3:30 p.m.-4:30 p.m. in
Presented by:
Brian McNamara
Dan Furman
Experience Level:
--select--
Description
Capital One uses Python to power a large number of serverless applications t... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/152",
"_split_id": 0
} | [
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] | null | null |
b7ee8478ab558a082b85d64300587c35 | Charlas: Salvemos los pingüinos con el green computing
Friday - April 21st, 2023 3:15 p.m.-3:45 p.m. in
Presented by:
Elena Guidi
Experience Level:
Just starting out
Description
"Green computing" es un término que nació en 1992 y que busca reducir el impacto ambiental de las actividades digitales.
En esta charla vamos... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/156",
"_split_id": 0
} | [
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] | null | null |
7e734afa1d5c4edfb8c921897d6dd114 | Talks: Ergonomic codesigning for the Python ecosystem with Sigstore
Friday - April 21st, 2023 2:30 p.m.-3 p.m. in
Presented by:
William Woodruff
Experience Level:
Some experience
Description
Code signing is coming to the Python packaging ecosystem, in the form of Sigstore: individual package maintainers and users will... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/19",
"_split_id": 0
} | [
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] | null | null |
96a571e0848f1b0dc53447a78fb0003d | Talks: Using Python to Help the Unhoused
Sunday - April 23rd, 2023 2:30 p.m.-3 p.m. in
Presented by:
Josh Weissbock
Sheila Flood
Experience Level:
Some experience
Description
How a group of volunteers from around the globe use Python to help an NGO in Victoria, BC, Canada to help the unhoused. By building a tool to fi... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/144",
"_split_id": 0
} | [
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] | null | null |
2baf80c17d8b807253575a2fda95cd7a | Tutorials: How To Troubleshoot and Monitor Production Applications using OpenTelemetry
Thursday - April 20th, 2023 1:30 p.m.-5 p.m. in
Presented by:
Ron Nathaniel
Experience Level:
Some experience
Description
OpenTelemetry is a free, open-source Observability Protocol. OpenTelemetry sits at the application layer, and ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/47",
"_split_id": 0
} | [
"content"
] | null | null |
2eccfa781ef5029dfc97ffe4f8a673f1 | Talks: Instrumentation Nightmares: A review of some of our toughest cases
Friday - April 21st, 2023 12:15 p.m.-1 p.m. in
Presented by:
Hannah Stepanek
Lalleh Rafeei
Timothy Pansino
Uma Annamalai
Experience Level:
Community Presentation
Description
Ever wonder how companies like New Relic, Data Dog, and Sentry instrume... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/82",
"_split_id": 0
} | [
"content"
] | null | null |
6c2b3589a7d1abdf0e6df4d0f18474dd | Talks: Typing an Existing Codebase: Lessons for Refactoring and Understanding
Friday - April 21st, 2023 2:30 p.m.-3 p.m. in
Presented by:
David Reed
Experience Level:
Some experience
Description
Typing is a keystone of modern Python and the foundation of many new and exciting projects in the Python ecosystem, but mill... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/11",
"_split_id": 0
} | [
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] | null | null |
38d822b63315271dbd368154864d8b00 | Tutorials: Building human-first and machine-friendly CLI applications
Thursday - April 20th, 2023 9 a.m.-12:30 p.m. in
Presented by:
Reka Horvath
Experience Level:
Some experience
Description
Command line tools have 2 audiences:
humans using it directly
other tools, scripts working together with it
In this tutorial, y... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/125",
"_split_id": 0
} | [
"content"
] | null | null |
b9bc3106ea79e183d42a5c0bc2869777 | Talks: Catching Tensor Shape Errors without Running Your Code
Saturday - April 22nd, 2023 11:30 a.m.-noon in
Presented by:
Pradeep Kumar Srinivasan
Experience Level:
Some experience
Description
Machine Learning (ML) is heavily used in industry and research, with millions of lines of critical algorithms written using l... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/83",
"_split_id": 0
} | [
"content"
] | null | null |
e84244a62b306807388f17d50048a251 | Talks: Using Embedded Python - Building Games on BBC micro: bit
Friday - April 21st, 2023 5 p.m.-5:30 p.m. in
Presented by:
Niharika Vadluri
Experience Level:
Some experience
Description
Writing code that runs in the terminal or in your web browser is good fun. Writing code that affects the real world, however, can be... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/65",
"_split_id": 0
} | [
"content"
] | null | null |
ba873f442e80b4bf85b01ea2ed5293c | Talks: Quicksort, Timsort, Powersort - Algorithmic ideas, engineering tricks, and trivia behind CPython's new sorting algorithm
Saturday - April 22nd, 2023 3:15 p.m.-3:45 p.m. in
Presented by:
Sebastian Wild
Experience Level:
Some experience
Description
Writing a sorting function is easy - coding a fast and reliable r... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/50",
"_split_id": 0
} | [
"content"
] | null | null |
8a55fdd70bde3dde8d7177d2a4e39644 | Charlas: Cooperación internacional en la comunidad de Python
Saturday - April 22nd, 2023 10:45 a.m.-11:15 a.m. in
Presented by:
Débora Azevedo
Experience Level:
Community Presentation
Description
Como dice la famosa frase de Brett Cannon, algunas personas “vienen por el lenguage, pero se quedan por la comunidad”. Por ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/113",
"_split_id": 0
} | [
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] | null | null |
4d6c0d3d508674726ed4005778d8e3d1 | Talks: Skynet 101 How to Keep Your Machine Learning Code From Getting Away From You
Sunday - April 23rd, 2023 1 p.m.-1:30 p.m. in
Presented by:
Elizabeth Johnson
Experience Level:
Some experience
Description
Machine learning can feel pretty mysterious at times, but as python developers you have so many of the tools yo... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/37",
"_split_id": 0
} | [
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] | null | null |
97908b90ea0922e2ebaef061998251c3 | Talks: Reconciling Everything
Saturday - April 22nd, 2023 12:15 p.m.-12:45 p.m. in
Presented by:
Andrew Godwin
Experience Level:
Some experience
Description
Queues. The backbone of distributed systems, our old friends that we can rely on, and the cause of a lot of grief and on-call worries as they inevitably back up, ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/106",
"_split_id": 0
} | [
"content"
] | null | null |
b9d4923957ebe2a04526b48d75aa3c60 | Sponsor Presentations: Developing on Google Cloud with Python and DataFrames (Sponsor: Google)
Thursday - April 20th, 2023 9:30 a.m.-10:30 a.m. in
Presented by:
Jason Davenport
Description
Learn how Google Cloud is creating a better Python experience for developers interested in building applications, pipelines, and an... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/161",
"_split_id": 0
} | [
"content"
] | null | null |
98ba57ab23c6ac83922593b2e864997e | Talks: Reproducible molecular simulations with Python
Sunday - April 23rd, 2023 1:45 p.m.-2:15 p.m. in
Presented by:
Iván Pulido
Experience Level:
Some experience
Description
In this talk the audience will be briefly introduced to the field of molecular dynamics simulations and its challenges. Special attention will b... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/118",
"_split_id": 0
} | [
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] | null | null |
38da2befcfd0c0eaf2e4851c5f71622c | Sponsor Presentations: Joyful Django DX with PyCharm (Sponsor: JetBrains)
Thursday - April 20th, 2023 3:30 p.m.-4:30 p.m. in
Presented by:
Paul Everitt
Description
Django and Python make fullstack and API web projects a breeze. But as Python has matured, significant tooling has risen to improve the development experien... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/157",
"_split_id": 0
} | [
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] | null | null |
77a3d12ebf91a0a473101dfeb7949e3d | Sponsor Presentations: Accelerate your workflow from local Python prototype to the cloud (Sponsor: Microsoft)
Thursday - April 20th, 2023 1:30 p.m.-2:30 p.m. in
Presented by:
Savannah Ostrowski
Description
Have you ever struggled taking a Python application from your local machine to the cloud? Had a hard time figuring... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/154",
"_split_id": 0
} | [
"content"
] | null | null |
432130383f9df3b159a70ccc0918c065 | Talks: The magic of Scipy Spatial Data Structures - Think beyond machine learning
Friday - April 21st, 2023 1:30 p.m.-2:15 p.m. in
Presented by:
Deepak K Gupta
Experience Level:
Advance experience
Description
Today machine learning algorithms (e.g. KNN et. al) seem to be the obvious choice for any problems related to ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/34",
"_split_id": 0
} | [
"content"
] | null | null |
d6f35ea9d52f10135377bc1a83f265d8 | Charlas: Interfaces Low-code con QT y su integración con Python.
Saturday - April 22nd, 2023 3:15 p.m.-3:45 p.m. in
Presented by:
Daniel Hernández Méndez
Experience Level:
Some experience
Description
Esta charla tratara de como diseñar interfaces low-code del framework QT de manera visual, por medio de Qt Designer, y ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/90",
"_split_id": 0
} | [
"content"
] | null | null |
92215a09d52b4b045ebf205e2d6a03c8 | Talks: Inside your web framework: intro to the ASGI spec, middleware and apps
Saturday - April 22nd, 2023 10:45 a.m.-11:15 a.m. in
Presented by:
Adrian Garcia Badaracco
Experience Level:
Some experience
Description
What do FastAPI and Django have in common? They both use ASGI under the hood. ASGI, which stands for Asy... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/5",
"_split_id": 0
} | [
"content"
] | null | null |
8a69a49974340a11bc571ff44a6998c6 | Charlas: Simulaciones moleculares reproducibles con la ayuda de Python
Saturday - April 22nd, 2023 5 p.m.-5:30 p.m. in
Presented by:
Iván Pulido
Experience Level:
Some experience
Description
Esta charla introducirá a un público no experto rápidamente en el mundo de las simulaciones de dinámica molecular y algunos de s... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/117",
"_split_id": 0
} | [
"content"
] | null | null |
ac92941aa60eb43440f6afe84a08cc2d | Sponsor Presentations: Modern, typed Python for (multimodal) ML: From training to deployment (Sponsor: Jina.ai)
Thursday - April 20th, 2023 9:30 a.m.-10:30 a.m. in
Presented by:
Johannes Messner
Description
Typing is at the center of „modern Python“, and tools (mypy, beartype) and libraries (FastAPI, SQLModel, Pydantic... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/131",
"_split_id": 0
} | [
"content"
] | null | null |
baa935ba669f8994f54cad6a7a364759 | Sponsor Presentations: Fixing legacy code, one pull request at a time (Sponsor: Sonar)
Thursday - April 20th, 2023 9:30 a.m.-10:30 a.m. in
Presented by:
Guillaume Dequenne
Description
Dealing with legacy codebases can be a chore. In this workshop, we talk about modernizing an old Flask application one pull request at a... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/139",
"_split_id": 0
} | [
"content"
] | null | null |
61e3e7c026418c5c002f77c7ef87b657 | Tutorials: Feature Engineering is for Everyone!
Wednesday - April 19th, 2023 1:30 p.m.-5 p.m. in
Presented by:
Leah Berg
Ray
Experience Level:
Just starting out
Description
In Machine Learning, features are the inputs for a machine learning model. Feature Engineering is the process of creating features from raw data a... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/76",
"_split_id": 0
} | [
"content"
] | null | null |
dfe147ddcfe11adbe7730fe728e44557 | Talks: Into the Logisticverse: Improving Efficiency in Transportation Networks using Python
Friday - April 21st, 2023 11:30 a.m.-noon in
Presented by:
Uzoma Nicholas Muoh
Experience Level:
Some experience
Description
When we think about what Python is for, we often think of things like analytics, machine learning, and... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/61",
"_split_id": 0
} | [
"content"
] | null | null |
3c0f537fdbe4bff6ed7eba70fbd75e6a | Talks: Python Linters at Scale
Saturday - April 22nd, 2023 10:45 a.m.-11:15 a.m. in
Presented by:
Jimmy Lai
Experience Level:
Just starting out
Description
Black, Flake8, isort, and Mypy are useful Python linters but it’s challenging to use them effectively at scale in the case of multiple codebases, in a large codeba... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/101",
"_split_id": 0
} | [
"content"
] | null | null |
3c8615a3a92428cce2bfc97d852ffaa | Tutorials: Streamlit for Python - How to create beautiful interactive GUIs and web apps
Wednesday - April 19th, 2023 1:30 p.m.-5 p.m. in
Presented by:
Lisa Carpenter
Experience Level:
Some experience
Description
In this 3.5 hour tutorial, attendees will learn how to use the streamlit library in Python to create intera... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/45",
"_split_id": 0
} | [
"content"
] | null | null |
ec0cacdd293956773fd514ef995b136e | Tutorials: Beyond the Basics: Data Visualization in Python
Wednesday - April 19th, 2023 1:30 p.m.-5 p.m. in
Presented by:
Stefanie Molin
Experience Level:
Some experience
Description
The human brain excels at finding patterns in visual representations, which is why data visualizations are essential to any analysis. Do... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/17",
"_split_id": 0
} | [
"content"
] | null | null |
d83487011c4c74aa43751c885652e619 | Talks: Using Python and PyQgis to make cool maps
Friday - April 21st, 2023 4:15 p.m.-4:45 p.m. in
Presented by:
Samweli Mwakisambwe
Experience Level:
Some experience
Description
QGIS is a freely downloadable open source GIS software suite that contains a desktop option, mobile, and web component. QGIS is free to downl... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/96",
"_split_id": 0
} | [
"content"
] | null | null |
be41df58c5714eaa34893e2c7c10a26d | Talks: Three Musketeers: Sherlock Holmes, Mathematics and Python
Sunday - April 23rd, 2023 1 p.m.-1:30 p.m. in
Presented by:
Gajendra Deshpande
Experience Level:
Some experience
Description
Mathematics is a science and one of the most important discoveries of the human race on earth. Math is everywhere and around us. ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/126",
"_split_id": 0
} | [
"content"
] | null | null |
4f809cda27eaa777b3c771f87494b299 | Talks: How To Monitor and Troubleshoot Applications in Production using OpenTelemetry
Friday - April 21st, 2023 10:45 a.m.-11:15 a.m. in
Presented by:
Ron Nathaniel
Experience Level:
Just starting out
Description
OpenTelemetry is a free, open-source Observability Protocol. OpenTelemetry sits at the application layer, ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/75",
"_split_id": 0
} | [
"content"
] | null | null |
1f89e55038b4911b0d322fe63c57e9f0 | Charlas: Introducción a FastAPI
Friday - April 21st, 2023 4:15 p.m.-4:45 p.m. in
Presented by:
Sebastián Ramírez
Experience Level:
Just starting out
Description
(English version below)
Aprende a hacer una API lista para producción en muy poco tiempo usando FastAPI... explicado con memes.
Con documentación y validación... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/18",
"_split_id": 0
} | [
"content"
] | null | null |
3997705ca45de7990f62a5eabe267ac9 | Tutorials: Introduction to Decorators: Power Up Your Python Code
Thursday - April 20th, 2023 1:30 p.m.-5 p.m. in
Presented by:
Geir Arne Hjelle
Experience Level:
Some experience
Description
You can use decorators in your Python code to change the behavior of one or several functions. Many popular libraries are based o... | text | {
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1f585af06e2ce6e5526ccda991692448 | Tutorials: Comprehending comprehensions
Wednesday - April 19th, 2023 1:30 p.m.-5 p.m. in
Presented by:
Reuven M. Lerner
Experience Level:
Just starting out
Description
Comprehensions are one of the most important — and misunderstood — parts of Python. In this tutorial, I'll walk you through comprehensions, including h... | text | {
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17697fb4cf68b2ae93fd2b7763029918 | Tutorials: Writing Serverless Python Web Apps with PyScript
Wednesday - April 19th, 2023 1:30 p.m.-5 p.m. in
Presented by:
Ted Patrick
Experience Level:
Some experience
Description
Python web applications running in the browser or mobile without a Server? What seemed to be a dream just a few months ago is not possible... | text | {
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e7df53834d26ced59e82ff5bd231e861 | Talks: What's old is new again: using Python's import machinery to handle API deprecations
Sunday - April 23rd, 2023 1 p.m.-1:30 p.m. in
Presented by:
Ludovico Bianchi
Experience Level:
Some experience
Description
For any software project with an established user base, introducing breaking changes in its API can be da... | text | {
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] | null | null |
89f0e23f973662e74f5d54180ddfc6a8 | Tutorials: Intro to Hugging Face: Fine-tuning BERT for NLP tasks
Wednesday - April 19th, 2023 9 a.m.-12:30 p.m. in
Presented by:
Juhi Chandalia
Dana Engebretson
Experience Level:
Advance experience
Description
You’ve heard about ChatGPT’s conversational ability and how DALL-E can create images from a simple phrase. No... | text | {
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] | null | null |
e573137cef30ca2b00f52f5f1382dfc3 | Sponsor Presentations: Python & Bloomberg: An Open Source Duo (Sponsor: Bloomberg)
Thursday - April 20th, 2023 11:30 a.m.-12:30 p.m. in
Presented by:
Pradyun Gedam
Bernat Gabor
Laszlo Kiss Kollar
Mario Corchero
Description
Join this talk where we will briefly introduce Bloomberg and have some of our engineers discuss t... | text | {
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] | null | null |
ff16a7949c5a214a82912d58e9469cd5 | Talks: How memory profilers work
Saturday - April 22nd, 2023 1:45 p.m.-2:15 p.m. in
Presented by:
Pablo Galindo Salgado
Experience Level:
Some experience
Description
These days, it is very easy for applications to run out of memory due to the vast amounts of data they need to process. While Python makes it very easy t... | text | {
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] | null | null |
c8404b48dc68f9a3fc61438e95589df7 | Tutorials: Publishing your Python project, the conda way
Thursday - April 20th, 2023 9 a.m.-12:30 p.m. in
Presented by:
Dave Clements
Mahe Iram Khan
Valerio Maggio
Experience Level:
Some experience
Description
Conda is an open source, language agnostic package and environment management system for Linux, macOS, and Wi... | text | {
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] | null | null |
7debf27fa1ac4177c8691670b88db525 | Charlas: XGBoost para clasificación: construyendo modelos precisos y eficientes
Saturday - April 22nd, 2023 1:45 p.m.-2:15 p.m. in
Presented by:
Laura Funderburk
Experience Level:
Some experience
Description
En esta charla, nos centraremos en el uso de XGBoost para problemas de clasificación. Comenzaremos explicando l... | text | {
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a44ebe694a416f1e1a20e5bb0e9019db | Charlas: Jaguares y serpientes
Saturday - April 22nd, 2023 12:15 p.m.-12:45 p.m. in
Presented by:
Nicole Franco Leon
Experience Level:
Just starting out
Description
¿Es posible juntar la necesidad de conservar al jaguar y usar Python como herramienta para lograrlo?
Sí, gracias a los procesos de telemetría, nos podemos... | text | {
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3b8a068a8a86bb81f0d9f63aa06500e6 | Charlas: Orcha 🐳: Procesamiento Masivo Paralelo (MPP) y diseño de APIs
Saturday - April 22nd, 2023 11:30 a.m.-noon in
Presented by:
Javier Alonso
Miguel Robledo
Experience Level:
Advance experience
Description
El CI es fundamental en el desarrollo de productos hoy en día y uno de sus pilares básicos es la ejecución d... | text | {
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] | null | null |
c57f030b28d5d9a1f173f64a046cd7e2 | Tutorials: You CAN teach an old doc new tricks: Automate your project documentation using Sphinx & GitHub Actions
Thursday - April 20th, 2023 1:30 p.m.-5 p.m. in
Presented by:
Olga Matoula
Aya Elsayed
Experience Level:
Some experience
Description
You've built an awesome API; time to give it some exposure! But, how do ... | text | {
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] | null | null |
eaa40a9cf447abff60d7f2381b3a37f3 | Talks: Getting Around the GIL: Parallelizing Python for Better Performance
Sunday - April 23rd, 2023 1 p.m.-1:30 p.m. in
Presented by:
Alireza Farhidzadeh
Experience Level:
Some experience
Description
One of the ever-present banes of a data scientist’s life is the constant wait for the data processing code to finish e... | text | {
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] | null | null |
b6b06d5a9876b58403e878fdbe9560ff | Sponsor Presentations: From Closed to Open: The Journey of Enabling Next Scale Development using Python and Open Source at Ansys (Sponsor: Ansys)
Thursday - April 20th, 2023 11:30 a.m.-12:30 p.m. in
Presented by:
Alexander Kaszynski
Description
Four years ago, our company embarked on a journey to expose APIs from our p... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/135",
"_split_id": 0
} | [
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] | null | null |
eeb56b42b74580ee22f03ffbeceeaba0 | Talks: Python Meets UX: Enhancing User Experience with Code
Saturday - April 22nd, 2023 11:30 a.m.-noon in
Presented by:
Neeraj Pandey
Aashka Dhebar
Experience Level:
Just starting out
Description
The intersection of UX and Python programming is a powerful combination for building great products and enhancing user exp... | text | {
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"_split_id": 0
} | [
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] | null | null |
7e25f6bbbcb018a8d5ce7527e0004f71 | Talks: Plug life into your codebase: Making an established Python codebase pluggable
Saturday - April 22nd, 2023 11:30 a.m.-noon in
Presented by:
Bianca Henderson
Experience Level:
Some experience
Description
You will learn about the pluggy Python framework and how it can be used to make your codebase plugin-friendly.... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/66",
"_split_id": 0
} | [
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] | null | null |
af445089ad6c9b1f858339dcb24ddb91 | Talks: A Per-Interpreter GIL: Concurrency and Parallelism with Subinterpreters
Friday - April 21st, 2023 3:15 p.m.-3:45 p.m. in
Presented by:
Eric Snow
Experience Level:
Some experience
Description
We live in a world of concurrent code and multi-core computing, so come learn about a new solution for both in Python 3.1... | text | {
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} | [
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] | null | null |
7477bb005f923def85f0370982323ec | Tutorials: The How and Why of Object-oriented Programming in Python
Thursday - April 20th, 2023 9 a.m.-12:30 p.m. in
Presented by:
Mike Müller
Experience Level:
Some experience
Description
Python supports multiple programming paradigms. You can write procedural programs, use functional programming features, or use the... | text | {
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d9475e16423d1d43f970074705990295 | Charlas: Biohacking con Python: cómo convertirse en el señor Burns fluorescente
Saturday - April 22nd, 2023 4:15 p.m.-4:45 p.m. in
Presented by:
Marina Moro López
Experience Level:
Just starting out
Description
La charla abrirá con una breve introducción al biohacking, seguida por una mini clase (súper leve, lo promet... | text | {
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8aef9f2fbfa20894b5939bb30ab1ef0e | Tutorials: Exploring Eco topics with Python
Thursday - April 20th, 2023 9 a.m.-12:30 p.m. in
Presented by:
Mx Chiin-Rui Tan
Experience Level:
Some experience
Description
From Deforestation to Illegal Wildlife Trade to Carbon Footprints, learn how to use Python to explore current Eco topics!
As Earth's sustainability e... | text | {
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e97377c8d5df8ff5cd8bc168b8b3ec5d | Talks: Argument Clinic: What Healthy Professional Conflict Looks Like
Friday - April 21st, 2023 5 p.m.-5:30 p.m. in
Presented by:
Sumana Harihareswara
Jacob Kaplan-Moss
Experience Level:
Community Presentation
Description
What does healthy disagreement look like? Many of us have never experienced healthy conflict at w... | text | {
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"_split_id": 0
} | [
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] | null | null |
6ab742fbf4c6ccf9e3792d0b1afb5c42 | Tutorials: Build a production ready GraphQL API using Python
Wednesday - April 19th, 2023 9 a.m.-12:30 p.m. in
Presented by:
Patrick Arminio
Experience Level:
Some experience
Description
This workshop will teach you how to create a production ready GraphQL API using Python and Strawberry. We will be using using Django... | text | {
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] | null | null |
5c01b1a1ba24c0101374f2ff74983917 | Talks: Consistency and isolation for Python programmers
Friday - April 21st, 2023 12:15 p.m.-12:45 p.m. in
Presented by:
A. Jesse Jiryu Davis
Experience Level:
Some experience
Description
When you use a SQL database like Postgres, you have to understand the subtleties of isolation levels from "read committed" to "seri... | text | {
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3af3f190a68528c2238c9a9ddfb2e885 | Talks: Trying No GIL on Scientific Programming
Friday - April 21st, 2023 5 p.m.-5:30 p.m. in
Presented by:
Cheuk Ting Ho
Experience Level:
Some experience
Description
Last year, Sam Gross, the author of nogil fork on Python 3.9, demonstrates the GIL can be removed. For scientific programs which use heavy CPU-bound pro... | text | {
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"_split_id": 0
} | [
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6427d085b8ae882c6f903fe856065525 | Talks: Robyn: An async Python web framework with a Rust runtime
Sunday - April 23rd, 2023 1:45 p.m.-2:15 p.m. in
Presented by:
Sanskar Jethi
Experience Level:
Some experience
Description
With the rise of Rust bindings being used in the Python ecosystem, we know that throughput efficiency is one of the top priority ite... | text | {
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"_split_id": 0
} | [
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] | null | null |
dc4a00b460bc775387f3ef58a5f16feb | Talks: Inside CPython 3.11's new specializing, adaptive interpreter.
Friday - April 21st, 2023 11:30 a.m.-noon in
Presented by:
Brandt Bucher
Experience Level:
Advance experience
Description
Python 3.11 was released on October 24th, bringing with it a new "specializing, adaptive interpreter". As one of the engineers w... | text | {
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"_split_id": 0
} | [
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] | null | null |
9d08d2e30e764c08e691270334dba1c | Talks: The CPU in your browser: WebAssembly demystified
Saturday - April 22nd, 2023 12:15 p.m.-12:45 p.m. in
Presented by:
Antonio Cuni
Experience Level:
Some experience
Description
In the recent years we saw an explosion of usage of Python in the browser: Pyodide, CPython on WASM, PyScript, etc. All of this is possib... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/93",
"_split_id": 0
} | [
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] | null | null |
cc66d351f5b8e3bd936c9489d447b348 | Talks: Vectorize all the things! Using linear algebra and NumPy to make your Python code lightning fast.
Saturday - April 22nd, 2023 4:15 p.m.-4:45 p.m. in
Presented by:
Jodie Burchell
Experience Level:
Some experience
Description
Have you found that your code works beautifully on a few dozen examples, but leaves you ... | text | {
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"_split_id": 0
} | [
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] | null | null |
6acae4b97654042bc1c0f5bc58b2b1e5 | Tutorials: Data analysis with SQLite and Python
Wednesday - April 19th, 2023 1:30 p.m.-5 p.m. in
Presented by:
Simon Willison
Experience Level:
Some experience
Description
SQLite is the world's most widely used database and has been a part of the Python standard library since 2006. It continues to evolve and offer mor... | text | {
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"_split_id": 0
} | [
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] | null | null |
53188f2457bc69ecaa2b508fd6c5ab8a | Talks: Pyscript for Education
Saturday - April 22nd, 2023 10:45 a.m.-11:15 a.m. in
Presented by:
Blake Rayfield
Experience Level:
Some experience
Description
Python is one of the more accessible programming languages and has been adopted by a broad community of users. For educators of all levels, Python has become a g... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/57",
"_split_id": 0
} | [
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] | null | null |
ffeb01898b2a7ebf4e695397f38261ad | Tutorials: Power up your work with compiling and profiling
Thursday - April 20th, 2023 9 a.m.-12:30 p.m. in
Presented by:
Cheuk Ting Ho
Experience Level:
Some experience
Description
Have you been troubled by Python code that took too long to run? Do you want to know why and how to improve?
In this workshop, we will in... | text | {
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"_split_id": 0
} | [
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] | null | null |
cbd4cd8adc22f76895ec0b68720a417a | Talks: Supercharging Pipeline Efficiency with ML Performance Prediction
Sunday - April 23rd, 2023 1:45 p.m.-2:15 p.m. in
Presented by:
Boaz Wiesner
Keren Meron
Experience Level:
Some experience
Description
To process our customers' data, Singular's pipeline runs hundreds of thousands of daily tasks, each with a differ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/1",
"_split_id": 0
} | [
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] | null | null |
e0f5430a87d309534b2573bfe7d6ec84 | Talks: PyScript and the magic of Python in the browser
Saturday - April 22nd, 2023 1:30 p.m.-2:15 p.m. in
Presented by:
Fabio Pliger
Experience Level:
Some experience
Description
A year after its announcement, PyScript is a very different project. From major performance improvements to great plugins, PyScript applicat... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/77",
"_split_id": 0
} | [
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] | null | null |
b9d3b7ceae4e82332aed6510816cfba2 | Talks: Testing Spacecraft with Pytest
Friday - April 21st, 2023 4:15 p.m.-4:45 p.m. in
Presented by:
Dan Craig
Experience Level:
Some experience
Description
Much of the industry discussion around software testing over the last couple of decades has been focused on web services, but there are lots of different types of... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/40",
"_split_id": 0
} | [
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] | null | null |
41e8193214f1f874273762beecb0f76c | Sponsor Presentations: The complex web of events, speakers, and attendees (Sponsor: neo4j)
Thursday - April 20th, 2023 1:30 p.m.-2:30 p.m. in
Presented by:
Jason Koo
Description
As we gain access to more data, being able to organize and analyze this thickening web of information gets harder to untangle. In this talk, w... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/143",
"_split_id": 0
} | [
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] | null | null |
92288dbb6e2339a92597c0dc28779e58 | Talks: What framework should I use for web testing?
Saturday - April 22nd, 2023 3:15 p.m.-3:45 p.m. in
Presented by:
Pandy Knight
Experience Level:
Some experience
Description
Web apps these days are bigger than ever! With added complexity comes higher risk for bugs and poor user experience. One of the best ways to im... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/36",
"_split_id": 0
} | [
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] | null | null |
3976322d9e23c9b1a59968de54d1e859 | Tutorials: Creating a Full Fledged Event Driven System in Python using Apache Kafka
Thursday - April 20th, 2023 9 a.m.-12:30 p.m. in
Presented by:
Deepak K Gupta
Experience Level:
Advance experience
Description
Today every enterprise is powered by and with data. They need to capture, analyse, manipulate, notify and lo... | text | {
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"_split_id": 0
} | [
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] | null | null |
4de4be684e0622c6455b54e509ded504 | Sponsor Presentations: How to build stunning Data Science Web applications in Python (Sponsor: Taipy)
Thursday - April 20th, 2023 11:30 a.m.-12:30 p.m. in
Presented by:
Florian Jacta
Description
This workshop presents Taipy, a new low-code Python package that allows you to create complete Data Science applications, inc... | text | {
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"_split_id": 0
} | [
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] | null | null |
6d37a795fd20d5de8b02f2337d398bca | Tutorials: Intro to Python for Brand New Programmers
Wednesday - April 19th, 2023 9 a.m.-12:30 p.m. in
Presented by:
Trey Hunner
Experience Level:
Just starting out
Description
Brand new to programming and want to get some hands-on Python experience? Let's learn some Python together!
During this tutorial we will work ... | text | {
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"_split_id": 0
} | [
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] | null | null |
d78d58755ada953fffa6151223b058d2 | Talks: Subclassing, Composition, Python, and You
Saturday - April 22nd, 2023 12:15 p.m.-1 p.m. in
Presented by:
Hynek Schlawack
Experience Level:
Some experience
Description
Ever seen a code base where understanding a simple method meant jumping through tangled class hierarchies? We all have! And while "Favor composit... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/7",
"_split_id": 0
} | [
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] | null | null |
f419051e7ce1ed1f8967b73685ca33b3 | Charlas: Unit Testing con Pytest
Friday - April 21st, 2023 5 p.m.-5:30 p.m. in
Presented by:
Sofía Denner
Experience Level:
Some experience
Description
Spanish:
¿Y esto cómo lo testeo? Al momento de escribir tests, no siempre es simple saber qué cosas hay que testear o cómo hacerlo. En esta charla voy a hablar de mock... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/15",
"_split_id": 0
} | [
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] | null | null |
1b8ab2bc54a1c718c22fa17d64cbe84c | Talks: MQTT: A Pythonic introduction to the protocol for connected devices
Friday - April 21st, 2023 10:45 a.m.-11:15 a.m. in
Presented by:
Jonas Neubert
Experience Level:
Some experience
Description
MQTT is to connected devices what HTTP is to web applications. It is a publish-subscribe protocol specifically designed... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/29",
"_split_id": 0
} | [
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] | null | null |
d0c55b2dbeea8d0de321f1528be256bc | Tutorials: Introduction to Property-Based Testing
Thursday - April 20th, 2023 1:30 p.m.-5 p.m. in
Presented by:
Zac Hatfield-Dodds
Ryan Soklaski
Experience Level:
Advance experience
Description
Has testing got you down? Ever spent a day writing tests, only to discover that you missed a bug because of some edge case yo... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/84",
"_split_id": 0
} | [
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] | null | null |
bc9b2b8f6afa7e7bb7d2020a8001438c | Talks: Rethinking Objects
Saturday - April 22nd, 2023 2:30 p.m.-3 p.m. in
Presented by:
Bruce Eckel
Experience Level:
Some experience
Description
This presentation revisits two core concepts of Object-Oriented programming: encapsulation and code reuse. Using a series of examples, we'll ask whether these concepts have ... | text | {
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"_split_id": 0
} | [
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] | null | null |
2695441f084ae007c82cea207b88c73f | Talks: so much depends upon... your python app's dependencies
Saturday - April 22nd, 2023 5 p.m.-5:30 p.m. in
Presented by:
Mario Munoz
Experience Level:
Some experience
Description
How do you keep track of your project's building blocks? Is it enough just pinning your dependencies in a requirements.txt file? Or is th... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/123",
"_split_id": 0
} | [
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11b0f31114e2d189d6a263a946bd846c | Talks: Create interactive games using MicroPython and electronics
Friday - April 21st, 2023 3:15 p.m.-3:45 p.m. in
Presented by:
Juliana Karoline de Sousa
Experience Level:
Just starting out
Description
Do you want to have fun and learn Python? Let's learn how to use electronics and programming to create games using M... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/142",
"_split_id": 0
} | [
"content"
] | null | null |
7ef07cc69e9673ba60f71e0fcfdac818 | Talks: Cross-Server Data Joins on Slow Networks with Python
Friday - April 21st, 2023 11:30 a.m.-noon in
Presented by:
Bert Wagner
Experience Level:
Some experience
Description
While working from home has its perks, you've found one thing missing in your remote work life: speed of network data transfer. It doesn't mat... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/72",
"_split_id": 0
} | [
"content"
] | null | null |
a4ad9f864d0def678167aa9462c72589 | Talks: The Lost Art of Diagrams: Making Complex Ideas Easy to See with Python
Saturday - April 22nd, 2023 5 p.m.-5:30 p.m. in
Presented by:
Tadeh Hakopian
Experience Level:
Some experience
Description
This talk is about communicating with visuals to make complex ideas simple to understand. Over the years I have produc... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/63",
"_split_id": 0
} | [
"content"
] | null | null |
94b785a8d65b1b92f4046088f838c092 | Talks: Building NumPy Arrays from CSV Files, Faster than Pandas
Friday - April 21st, 2023 12:15 p.m.-12:45 p.m. in
Presented by:
Christopher Ariza
Experience Level:
Some experience
Description
Twenty years ago, in 2003, Python 2.3 was released with csv.reader(), a function that provided support for parsing CSV files. ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/8",
"_split_id": 0
} | [
"content"
] | null | null |
7356dbda608759df6aa25688649fda34 | Talks: An Overview of the Python Code Tool Landscape 2023
Friday - April 21st, 2023 10:45 a.m.-11:15 a.m. in
Presented by:
Al Sweigart
Experience Level:
Some experience
Description
Linters, type checkers, style formatters, package linters, security analysis, dead code removers, docstring formatters, code complexity an... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/110",
"_split_id": 0
} | [
"content"
] | null | null |
c8f0f5e85b731b3c136d80c6070fcdbc | Sponsor Presentations: Flagging in the Backend - Shipping API's with Flask and LaunchDarkly (Sponsor: LaunchDarkly)
Thursday - April 20th, 2023 11:30 a.m.-12:30 p.m. in
Presented by:
Cody De Arkland
Description
Everyone acts like the party is in the Frontend, but the Backend is what keeps your platforms running. Python... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/138",
"_split_id": 0
} | [
"content"
] | null | null |
9c71356a1799d7312f98e0d40baf8031 | Talks: Build Yourself a PyScript
Friday - April 21st, 2023 12:15 p.m.-1 p.m. in
Presented by:
Paul Everitt
Nicholas H.Tollervey
Experience Level:
Some experience
Description
PyScript and Pyodide have gained a lot of attention, as Python in the browser presents interesting opportunities. And architectural questions as ... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/27",
"_split_id": 0
} | [
"content"
] | null | null |
e0ab80b61fcb98659ee5070fb653eefa | Talks: Python on Android
Sunday - April 23rd, 2023 2:30 p.m.-3 p.m. in
Presented by:
Malcolm Smith
Experience Level:
Some experience
Description
By many measures, Android is the most widely-used operating system in the world. But Python development on the platform remains quite rare.
Fortunately there are several acti... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/145",
"_split_id": 0
} | [
"content"
] | null | null |
b28684d7904d807ac41599b27770082b | Talks: Improving debuggability of complex asyncio applications
Friday - April 21st, 2023 1:45 p.m.-2:15 p.m. in
Presented by:
Joongi Kim
Experience Level:
Some experience
Description
The key of debugging is observability and reproducibility. Despite a series of the asyncio stdlib improvements for the last few years, i... | text | {
"url": "https://us.pycon.org/2023/schedule/presentation/13",
"_split_id": 0
} | [
"content"
] | null | null |
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