A practical guide to Singular Value Decomposition in Python

Automating Code Quality

Bayesian Non-parametric Models for Data Science using PyMC3

Big-O: How Code Slows as Data Grows

Clearer Code at Scale: Static Types at Zulip and Dropbox

Efficient shared memory data structures

Effortless Logging: A deep dive into the logging module

How We Do Identity Wrong

Learning From Failure: Post Mortems

PSF Community Service Awards - Catherine Devlin Keynote - Final Remarks

Pumping up Python modules using Rust

Reinventing the Parser Generator

Sunday Morning Lightning Talks + Keynote

Systemd: why you should care as a Python developer

The Hare Wins the Race: Getting the most out of RabbitMQ in distributed applications

There and Back Again: Disable and re-enable garbage collector at Instagram

Type-checked Python in the real world

Types, Deeper Static Analysis, and you

User focused API Design

A Bit about Bytes: Understanding Python Bytecode

Building a cross-platform native app with BeeWare

By the Numbers: Python Community Trends in 2017/2018

Colossal Cave Adventure in Python... in the browser!

Controlling apples with snakes: Automating mobile apps with Appium

Counter, Gauge, Upper 90 - Oh my!

Dan Callahan - Keynote - PyCon 2018

Data Visualization in Mixed Reality with Python

Dataclasses: The code generator to end all code generators

Democratizing Distributed Computing with Dask and JupyterHub

Demystifying the Patch Function

Don't Look Back in Anger: Wildman Whitehouse and the Great Failure of 1858

Easy 2D Game Creation With Arcade

Fighting Gerrymandering with PyMC3

Fighting the Good Fight: Python 3 in your organization

Get your resources faster, with importlib.resources

Graph Databases: Talking about your Data Relationships with Python

How Netflix does failovers in 7 minutes flat

How to Write Deployment-friendly Applications

HOWTO Write a Function

Inside the Cheeseshop: How Python Packaging Works

Lightning Talks Saturday Evening 2018-05-12

Network Analysis Made Simple: Part II

One weird trick to becoming a better software developer

Oops! I Committed My Password To GitHub!

Pipenv: The Future of Python Dependency Management

Practical Sphinx

Programming microbes using Python

Python 2 to 3: How to Upgrade and What Features to Start Using

Python 3: ten years later

Python across the USA: This is the Bus.

Python Data Sonification for Science and Discovery

Python, Locales and Writing Systems

Python Performance Investigation by Example

Randomness in Python: Creating Chaos in an Ordered Machine/Controlled Environment

Saturday Morning Lightning Talks + Keynotes

Secrets of a WSGI master.

Solve Your Problem With Sloppy Python

Surviving (and thriving!) when you are overloaded

Teaching Python 101

The human nature of failure & resiliency

The Journey Over the Intermediate Gap

Visualizing Algorithms with Python and Programmable LEDs

What is a Python Core Developer?

You're an expert. Here's how to teach like one.

Adapting from Spark to Dask: what to expect

All in the timing: How side channel attacks work

Analyzing Data: What pandas and SQL Taught Me About Taking an Average

Augmenting Human Decision Making with Data Science

Behavior-Driven Python

Beyond scraping: how to use machine learning when you're not sure where to start

Beyond Unit Tests: Taking Your Testing to the Next Level

Birding with Python and Machine Learning

Bowerbirds of Technology: Architecture and Teams at Less-than-Google Scale

Build Teams as an Engineer

Building a Data Pipeline with Testing in Mind

Code like an accountant: Designing data systems for accuracy, resilience and auditability

Code Reviews Using Art Critique Principles

Coding through Adversity

CuPy: A NumPy-compatible Library for GPU

Debugging PySpark -- Or trying to make sense of a JVM stack trace when you were minding your own bus

Deconstructing the US Patent Database

Elegant Solutions For Everyday Python Problems

Exploring Deep Learning Framework PyTorch

Flourishing FLOSS: Making Your Project Successful

How we designed an inclusivity-first conference on a shoestring budget and short timeline

import time_travel: A Primer on Timezones in Python

Lightning Talks Friday 2018-05-11

Listen, Attend, and Walk : Interpreting natural language navigational instructions

Love your bugs

Performance Python: Seven Strategies for Optimizing Your Numerical Code

Reactive Programming with RxPy

Software Library APIs: Lessons Learned from scikit-learn

Strategies to Edit Production Data

Taking Django Async

The AST and Me

The importance of exploratory data analysis and data visualization in machine learning

Thinking Outside the GIL with AsyncIO and Multiprocessing

Trio: Async concurrency for mere mortals

Using Python to build an AI to play and win SNES StreetFighter II

Visual Testing with PyCharm and pytest

"WHAT IS THIS MESS?" - Writing tests for pre-existing code bases

A Python-flavored Introduction to Containers And Kubernetes

API-Driven Django

Beyond Django Basics

Build-a-GitHub-Bot Workshop

Coding as Enrichment: How to Empower Students with Creative Coding Experiences

Complexity Science

Docker for Data Science

Exploratory Data Visualization with Vega, Vega-Lite, and Altair

GenZeal: A new generation of thinkers who design, develop, and distribute for tomorrow

Hard Shouldn't be Hardship: Supporting Absolute Novices to Python

Intermediate testing with Django: Outside-in TDD and Mocking effectively

Intro to Spatial Analysis and Maps with Python

Introduction to Python for Data Science

Introduction to TDD with Django

Invited Speaker - EduBlocks

Jupyter Tools for Teaching and Learning

Keynote - Jason Huggins

Learning Python like a Pro

Lightning Talks Thursday 2018-05-10

Mu - How to Make a Kids' Code Editor

Network Analysis Made Simple: Part I

Pycamp 2K17: A Disclaimer

Python by Immersion

Python for N00bs: A cognitive and educational approach

Statistics and probability: your first steps on the road to data science

STEAM Workshops using Jupyter Notebooks, JupyterHub, and Binder

Using GitHub, Travis CI, and Python to Introduce Collaborative Software Development

Using pandas for Better (and Worse) Data Science

When data meets education! The secret life of data in education

Build a Search Engine with Python + Elasticsearch

Code Your Heart Out: Beginning Python for Human People with Feelings

Down the rabbit hole. A 101 on reproducible workflows with Python

Faster Python Programs - Measure, don't Guess

Foundations of Numerical Computing in Python

Getting Started with Blockchains and Cryptocurrencies in Python

Going Serverless with OpenFaaS, Kubernetes, and Python

Introduction to Digital Signal Processing

Lights Camera Action! Scrape, explore, and model to predict Oscar winners & box office hits

Making Art with Python

Parallel Data Analysis with Dask

Practical API Security

Python Epiphanies

Using List Comprehensions and Generator Expressions For Data Processing

Web Applications, A to Z

Workflow Engines Up and Running