Accepted Talks

1. 1000x faster data manipulation: vectorizing with Pandas and Numpy

   Nathan Cheever

1. A Tale of Two Factors: A Deep Dive into Two Factor Authentication

   Kelley Robinson

1. A Time Traveler's Perspective on Software Developer Code of Ethics

   Moshe Zadka

1. Absolutely Awesome Automated APIs

   Timothy Allen

1. Advanced SQL with SQLAlchemy

   Ryan Kelly

1. Airflow in Practice: How I Learned to Stop Worrying and Love DAGs

   Sarah Schattschneider

1. Analyzing the Evolution of Irish Traditional Music using Python

   Neehaarika Velavarthy

1. Archiving the Internet Before it All Rots Away

   Nick Sweeting

1. Ask the Ecosystem: Lessons from 200+ FOSS Applications

   Mahmoud Hashemi

1. Beyond cProfile: performance optimization with sampling profilers and logging

   Itamar Turner-Trauring

1. Beyond Unit Tests: End-to-End Web UI Testing

   Andrew Knight

1. Build your Python Extensions with Rust!

   Paul Ganssle

1. Building Docs Like Code: Continuous Integration for Documentation

   Mason Egger

1. Building effective Django queries with expressions

   Vanessa Barreiros

1. Can Neural Networks Help Me Become a Better Parent?

   Andrew Hao

1. Can you keep a secret?

   Aaron Bassett

1. Convincing an entire engineering org to use (and like) mypy

   Annie Cook

1. Distributed Machine Learning with Python

   Brad Miro

1. Django + ElasticSearch without invalidation logic

   Flávio Juvenal

1. Dungeons & Dragons & Python: Epic Adventures with Prompt-Toolkit and Friends

   Mike Pirnat

1. Eita! Why Internationalization and Localization matter

   Nicolle Cysneiros

1. Ethics & Bias Detection in the Real World

   Ethan Cowan

1. Generating Nintendo Music Over the Phone with Magenta

   Sam Agnew

1. How I Solved my NYC Parking Problem with Python

   Jessica Garson

1. How to Effectively Reduce AI Pipeline Runtime

   Hichame El Khalfi, Deepshikha Gandhi

1. How to size up a Python project for data freelancing

   Susan Sun

1. Improving PyPI's security with Two Factor Authentication

   William Woodruff

1. Interact with your code: Using interactive widgets in Jupyter Notebooks

   Ridhi Kapoor

1. Introduction to Generative Adversarial Networks (GANs): hands-on to making new data (and some pretty pictures)

   Nabeel Seedat

1. Jane Doe will help you improve your project

   Rebeca Sarai

1. Learning with Limited Labeled Data

   Shioulin Sam

1. Less Talk, More Rock: Transfer Learning with Natural Language Processing

   Ryan Micallef

1. Maintaining a Python Project When It’s Not Your Job

   Hynek Schlawack

1. Make You An Async For Great Good!

   Mark Smith

1. Memoizing recursive functions: How decorators are more elegant than I imagined

   Abid H. Mujtaba

1. None, null, nil: lessons from caching and representing nothing with something

   Felice Ho

1. Oh, the Humanities! Interdisciplinary Thinking in Python

   Lisa Tagliaferri

1. Open source sustainability: what does this mean for Python?

   Keenan Szulik

1. Poetry: "dependency management and packaging made easy"

   Samuel Roeca

1. PPB: Unbearably Fun Game Development

   Casey Faist

1. Pull Requests: Merging good practices into your project

   Luca Bezerra

1. Python, Governments, and Contracts

   Froilan Irizarry, José Padilla

1. Recreating "The Clock" with Machine Learning and Web Scraping

   Kirk Kaiser

1. Serverless Deep Learning with Python

   Alizishaan Khatri

1. Spatial thinking with Python

   Sangarshanan

1. Sprints - Let’s do more of those!

   Jacob Deppen

1. Static Typing in Python

   Dustin Ingram

1. Taming Irreversibility with Feature Flags

   Hugo Bessa

1. The Adventures of A Python Script

   Dema Abu Adas

1. The Benefits and Dangers of Face Recognition Technology

   Manojit Nandi

1. The blameless post mortem: how embracing failure makes us better

   Christopher Wilcox

1. The Cat's Alive! Add Some Weirdness To Your Code With Quantum Computing

   Jorn Mossel, Marianne Hoogeveen

1. The magic of Python

   Darshan Markandaiah

1. The promised Django Land; the tale of one team’s epic journey from the country of Flask to Django Land

   Nicole Zuckerman

1. To comment or not? A data-driven look at attitudes toward code comments

   Veronica Hanus

1. User focused API design

   Renato Oliveira

1. Using Dash to Create Interactive Web Apps for Non-Technical Audiences

   Joseph Willi

1. Using NLP To Reduce Wealth Flowing Into Local Human Trafficking Economies

   Rob Spectre

1. What is deployment, anyway?

   Katie McLaughlin

1. What physics can teach us about learning

   Marianne Hoogeveen

1. Why Good Developers Write Bad Tests

   Michael Lynch

1. Why should I write code when I can write code that writes code?

   James Powell

1. You Don't Need Neural Nets - How Simpler Algorithms Can Solve Your Problems With Less Headache

   Gabe Levine, Jonathan Arfa