Tutorials — April 15, 2020

	Room 309	Room 310/311	Room 315	Room 316	Room 317	Room 318	Room 319	Room 320
09:00AM	Foundations of Numerical Computing in Python Scott Sanderson	Python Concurrency: from beginner to pro Santiago Basulto, Martin Zugnoni	It's Officially Legal so Let's Scrape the Web Kimberly Fessel	Migration from Python 2 to 3 Mike Müller	Geospatial Public Policy Analysis with GeoPandas Sergio Sanchez	xonsh - bring Python to your shell Gil Forsyth, Anthony Scopatz	Welcome to CircuitPython and Circuit Playground Bluefruit! Kattni Rembor	Natural Language Processing (NLP) in Python - From Zero to Hero Keith Galli
12:20PM	Lunch Break
01:20PM	Better Machine Learning through Effective Preprocessing with scikit-learn Kevin Markham	Bigger, Better, Faster, More! Building Applications in Python Adam Englander	Deploying Django on Serverless Infrastructure Katie McLaughlin	Python 3 Habits: What To Do After You've Upgraded Trey Hunner	A beginner's guide to befriending Python Grishma Jena	Scalable Computing with Dask Tom Augspurger, Matthew Rocklin	Test-Driven Bayesian Model Development Mitzi Morris	Hands-on Python for Programmers Matt Harrison
04:40PM

Tutorials — April 16, 2020

	Room 309	Room 310/311	Room 315	Room 316	Room 317	Room 318	Room 319	Room 320
09:00AM	Exploratory Data Analysis with Pandas and Matplotlib Allen Downey	Maps and Machine Learning: Spatial Analysis with TensorFlow, scikit-learn, and PyTorch Christy Heaton, Erika Alejandra Pelaez Coyotl	Hands-On Web App Test Automation Andrew Knight	Creating a Great Python Package Paul Vincent Craven	PyTorch : From Zero to Comfortable Deepak Kumar Gupta	Nonsense verse (and other creative uses of spelling) with Python and machine learning Allison Parrish	Minimum Viable Documentation Heidi Waterhouse	Modern Python Developer's Toolkit Sebastian Witowski
12:20PM	Lunch Break
01:20PM	Effective Data Visualization Husni Almoubayyed	Python Epiphanies Stuart Williams	Introduction to Property-Based Testing Zac Hatfield-Dodds	Correct Cryptography in Python, a Tutorial for Cryptography Beginners Ellie Daw, Seth James Nielson	Good to the Last Drop: Writing Robust Flask Apps Isaac Evans	Say it with Bots! Mariatta	Introduction to Decorators: Power Up Your Python Code Geir Arne Hjelle	Demystifying Deep Learning for Data Scientists Eric J. Ma
04:40PM	​
05:30PM	Opening Reception (Expo Hall)
07:30PM

Sponsor Workshops — April 16, 2020

	Room 401	Room 402	Room 403	Room 404	Room 405
09:00AM	doc.ai: Healthcare Workshop: Build Patient Trajectories with Python and FHIR Kartik Thakore	Heroku: From Project to Productionized on Heroku Casey Faist	Capital One: Dask and RAPIDS Tutorial Mike McCarty, TBD	ActiveState: We Need to Talk About Windows Shaun Lowry	IBM Q: Quantum Computing Runs on Python Jack Woehr
10:30AM	Break
11:00AM	Microsoft Azure: Easy Data Processing on Azure with Serverless Functions Tania Allard, PhD	Facebook: Machine Learning on Encrypted Data with CrypTen Mark Ibrahim	Capital One: Type Hints: Putting more Buzz in your Fizz Steven Lott	Plotly: Operationalizing data and AI initiatives with Dash Matthew Chan	Xilinx, Inc.: Extending the Python Ecosystem to Xilinx Programmable Platforms with PYNQ Patrick Lysaght
12:30PM	Lunch Break
01:30PM	Microsoft Azure: Optimize your Python & Django apps with easy-to-learn Postgres superpowers Louise Grandjonc	Slack: Let's build a Slack app! Jason Roche	Novetta: Easy State-of-the-Art NLP with AdaptNLP Matt Teschke	DocuSign: Python + Machine Learning: Implementing a deep-learning based document tagging solution Raphael Alabi, PhD, Matthew Roknich	NVIDIA: GPU-Accelerated Data Analytics in Python Keith Kraus, Bartley Richardson
03:00PM	Break
03:30PM	Google: Building Serverless Python Applications with Google Cloud Charles Engelke	Facebook: Python @Instagram Jennifer Taylor, Jimmy Lai, Mark Vismonte	Google: Google Cloud AI Platform Yufeng Guo	JetBrains: 42 PyCharm Tips and Tricks Paul Everitt	Esri: Spatial Data Science with Python Shannon Kalisky, Hayley Miller
05:00PM	​
05:30PM	Opening Reception (Expo Hall)
07:30PM

Talks — April 17, 2020

	Room TBD	Room TBD	Room TBD	Room TBD	Room TBD	Room TBD
08:00AM	Breakfast
09:00AM	Welcome to PyCon
09:30AM	Keynote
10:10AM	Break
10:50AM	Goodbye Print, Hello Debugger! Nina Zakharenko	Lessons in Legacy Casey Faist	A careful walk through probability distributions, using Python Eric J. Ma	Distributed Web Scraping in Python J. Weissbock	Saved by In-Memory NoSQL - A hitchhiker guided to Black Box debugging of Python Production Code Deepak Kumar Gupta	Sacandole el maximo provecho a Pymongo Valery Calderon
11:30AM	Automate the Boring Stuff with Slackbot Takanori Suzuki	Function dissection lab -- learn how functions work by examining their innards Reuven M. Lerner	Practical privacy-preserving machine learning in Python Catherine Nelson	How I Solved my NYC Parking Problem with Python Jessica Garson	Mixing a Raspberry Pi with Python into a 5th Grade Science Fair Project Wendi Dreesen	Si no está documentado, su proyecto no existe. Renne Silva Gomes de Oliveira Rocha
12:10PM	A Crash Course in Virtual Robotics: an Introduction to ROS 2 with Python 3 Katherine Scott	Why is Python slow? Anthony Shaw	"Bonjour mademoiselle! Wie geht es dir? Wǒ hěn hǎo. Dhanyawaad" -How multilingual is your NLP model? Shreya Khurana	Small Big Data: using NumPy and Pandas when your data doesn't fit in memory Itamar Turner-Trauring	Bringing Two Factor Authentication to PyPI William Woodruff	Historias de debug en clase de Python Avanzado Luis Diego Conejo Alpizar
12:40PM		Lunch		Lunch		Lunch
12:55PM	Lunch		Lunch		Lunch
01:40PM		Ray: A System for High-performance, Distributed Python Applications Dean Wampler		9 Years of PyLadies: Lessons Learned and What Comes Next Lorena Mesa, Elaine Wong, Mariatta
01:55PM	How to build an intelligent “indoor garden” with microcontrollers, CircuitPython, and IoT. Maria Jose Molina-Contreras, phD		Decoding bias and narrative in competitive video games broadcasts with video analysis Kim-Adeline Miguel		Pyambic Pentameter: generating rhyming and metered poems with Markov chains and NLTK Kathryn Lingel	Empaquetamiento en Python de manera sencilla Oscar Cortez
02:35PM	Moving big projects to Python 3 Lennart Regebro	Managing Python dependencies with Poetry Dmitry Figol	The RFIDiculous Inventory Andrew Godwin	“Sorry, Could you repeat that again?” - Speech Recognition with Python Javier Jorge Cano	Becoming a Polyglot: Lessons from Natural Language Learning Rebekah Post	Detección automatizada de archivos maliciosos en el repositorio PyPI Cristina Muñoz
03:15PM	Mismatches and tensions: what PyPI can teach us about open source infrastructure sustainability Stephen Jacobs, Mel Chua	Deploying Python at Scale with Dask Matthew Rocklin	How Real-world Python Applications Get Compromised Joseph DeMesy, Dan Petro	Getting started with automatic differentiation Colin Carroll	From 0 to 60 in 2,592,000 seconds: How to quickly get engineers up to speed Alexandra Sunderland	Integraciones con Asyncio Eric Nahuel Horvat
03:45PM		Break		Break		Break
04:00PM	Break		Break		Break
04:15PM		Python Performance: Past, Present and Future (PyPy, Cython, C API, subinterpreters, tracing GC) Victor Stinner		Leadership and Identity in the Pan-African Python movement Marlene Mhangami
04:30PM	Yin Yang Ranch: Building a Distributed Computer Vision Pipeline using Python, OpenCV and ZMQ Jeff Bass		LibCST - automated code refactoring made easy Jimmy Lai		Hooking into the Python import system Fred Phillips	Diario de mi transición personal y profesional: como la comunidad de Python me inspiró Denny Perez
05:10PM	TUFening PyPI: Securing the Package Supply Chain Paul Kehrer, William Woodruff	Big O No: Django ORM runtime complexity and how to avoid it using LATERAL JOINS Chris Seto	Multiply your Testing Effectiveness with Parameterized Testing Brian K Okken	Monitoring the Power Grid with Python Benjamin Bengfort	The Hidden Power of the Python Runtime Elizaveta Shashkova	Datos, Python y humanos: haciendo ciencia de datos en países latinoamericanos David Mauricio Delgado Ruiz
05:40PM	Lightning Talks
06:40PM

Talks — April 18, 2020

	Room TBD	Room TBD	Room TBD	Room TBD	Room TBD
08:00AM	Breakfast
08:30AM	Lightning Talks
09:00AM	Keynote
09:40AM	Keynote
10:20AM	Break
10:50AM	Write Less and Test More with Data Regression Testing Igor T. Ghisi	Writing a Python autoreloader Tom Forbes	If Statements are a Code Smell Aly Sivji	1 + 1 = 1 or Record Deduplication with Python Flávio Juvenal da Silva Junior	Teaching Python to a whole country Léa Saviot, Émilie Feral
11:30AM	Asyncio - liberating your compute potential and more Lisa Guo	What is deployment, anyway? Katie McLaughlin	PYNQ the coolest Python Framework you never heard of. Adam Taylor	East Meets West When Translating Django Apps Andrew Knight	Don't Quit, Rotate A. Jesse Jiryu Davis
12:10PM	The soul of the beast: Everything about Python's grammar Pablo Galindo Salgado	Beautiful Python Refactoring Conor Hoekstra	Prototyping new Python language features in pure Python Peter McCormick	Democratic APIs: Balancing Hierarchy and Humanity in Pythonic Interface Design Rebecca S Bilbro, Benjamin Bengfort	Organizing To Improve Your Workplace: Know Your Rights Shauna Gordon-McKeon
12:40PM		Lunch		Lunch
12:55PM	Lunch		Lunch		Lunch
01:40PM		Building interactive applications for image data with Dash and scikit-image Emmanuelle Gouillart		Fighting misuse of public funds one tweet at a time Eduardo Vicente Gonçalves, Ariane Camilo Pinheiro Alves
01:55PM	Snakes in a case: Packaging Python apps for distribution Russell Keith-Magee		Static Typing in Python Dustin Ingram		How PyLadies Brazil became the biggest PyLadies chapter of the world Débora Azevedo
02:35PM	Controlling the world of modular synthesizers using CircuitPython Thea Flowers	C++ ♥ Python: from modules to hybrid applications Dr. Cristián Maureira-Fredes	Comprehensible Comprehensions Trey Hunner	Finite State Machine (FSM) in Django Calvin Hendryx-Parker	Developing With Doctests Jon Crall
03:15PM	AsyncIO + Music Łukasz Langa	Analyzing 200 billion GPS Points with Python on the Cheap Dharhas Pothina, Kim Pevey, Tyler Potts	Developing Python Libraries for Machine Learning: Best Practices and Lessons Learned Yue Zhao	Privacy-preserving methods: Building secure projects Rebeca Sarai	Python in High Energy Physics Pratyush Das
03:45PM		Break		Break
04:00PM	Break		Break		Break
04:15PM		Docker and Python: making them play nicely and securely for Data Science and ML Tania Allard		Let's talk Databases in Python: SQLAlchemy and Alembic Hannah Stepanek
04:30PM	So Long and Thanks for All the Fish: Listening to dolphins using Python and the scientific stack. Michael J Haas		What to do When the Bug is in Someone Else's Code Paul Ganssle		Implementing Ethics: Developing Trustworthy AI Carol J. Smith
05:10PM	The joy of creating art with code. Neeraj Pandey	Introduction to Writing Network Tests with pyATS Hank Preston	Building Docs like Code: Continuous Integration for Documentation Mason Egger	Using Python to Detect Vulnerabilities in Binaries Terri Oda	Stop Using Mocks (for a while) Harry Percival
05:40PM	Lightning Talks
06:30PM	PyLadies Charity Auction
09:00PM

Talks — April 19, 2020

	Room TBD	Room TBD	Room TBD	Room TBD	Room TBD
08:00AM	Breakfast
08:30AM	Lightning Talks
09:20AM	Keynote
10:00AM	Poster Session / Job Fair / Lunch (Expo Hall)
01:10PM	Getting the most out of mypy and static type checking Jukka Lehtosalo	“Run All”: How to build user-friendly applications using just Python 3 and Jupyter Notebooks Kas Stohr, Yusuf Khan	A 🐍's guide to Unicode James Bennett	How to Do Code Reviews Like a Human Michael Lynch	Transitioning from developing software to developing people: A firsthand experience Matthew Knapp Bachmann
01:50PM	The Hitchhiker's Guide to CLIs in Python Vinayak Mehta	Automated tests running too slow? Time to investigate. Brian Grohe	Distributed Hyperparameter Tuning: A Guide Richard Liaw	Introducing HTTPX Tom Christie	Polyglot data with python: Introducing Pandas and Apache Arrow Robson Luis Monteiro Junior
02:30PM	The Limitations and Danger of Facial Recognition Manojit Nandi	Gradual Typing in Practice Maggie Moss	Python 2.7: A retrospective Benjamin Peterson	Life Beyond Yaml: Bridging Data Science and Data Infrastructure with Apache Airflow Daniel Imberman	Lessons Learned from Scaling Up a Django Project Dino Mintas
03:10PM	Python Software Foundation Community Report and Community Service Awards
03:30PM	Keynote
04:10PM	Final Remarks and Conference Close
04:20PM

Hatchery — April 16, 2020

	Room 330	Room 408
09:00AM	Regional Conference Organizers' Summit	Python Packaging Summit
12:20PM	Lunch Break
01:20PM	Regional Conference Organizers' Summit	Python Packaging Summit
05:30PM	Opening Reception (Expo Hall)
07:30PM

Hatchery — April 17, 2020

	Room 321	Room 330	Room 408	Room 409	Ballroom Gallery
08:00AM	Breakfast
09:00AM	Welcome to PyCon
09:30AM	Keynote
10:10AM	Break
10:50AM	Mentored sprints for diverse beginners	Trans*Code Hack Day	Maintainers Summit	Python Trainers Summit	No Signal: Python for Computational Arts
12:40PM		Lunch		Lunch
12:55PM	Lunch		Lunch
01:40PM		Trans*Code Hack Day		Python Trainers Summit
01:55PM	Mentored sprints for diverse beginners		Maintainers Summit
05:40PM	Lightning Talks
06:40PM	​
07:30PM	The Art of Python (Room 301-305)
09:30PM

Hatchery — April 18, 2020

	Room 321
08:00AM	Breakfast
08:30AM	Lightning Talks
09:00AM	Keynote
09:40AM	Keynote
10:20AM	Break
10:50AM	Beginners data workshop for minorities
12:55PM	Lunch
01:55PM	Beginners data workshop for minorities
05:40PM	Lightning Talks
06:30PM	PyLadies Charity Auction
09:00PM