PyVideo.org · PyCon US 2018 (original) (raw)
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
