5 Steps to Speed Up Your Data-Analysis on a Single Core

Can you Read This? (Or: how I Improved Text Readability on the Web for the Visually Impaired)

Come as you are: Transitioning from Science to Data Science

Do I need to be Dr. Frankenstein to create real-ish synthetic data?

Easy and flexible imaging with the Core Imaging...

How to Trust Your Deep Learning Code

Making MLOps uncool again

On Blocks, Copies and Views: updating pandas' internals

Optimize your network inference time with OpenVINO

Performing Content: Can NLP and Deep Learning algorithms predict reader prefere...

PPML: Machine Learning on Data you cannot see

Practical graph neural networks in Python with TensorFlow and Spektral

(Serious) Time for Time Series

Squirrel - Efficient Data Loading for Large-Scale Deep Learning

Transformer based clustering: Identifying product clusters f...

XAI meets Natural Language Processing

5 Things You Want to Know About AI Adoption in the Enterprise

5 Years, 10 Sprints, A scikit-learn Open Source Journey (Keynote)

A data scientist's guide to code reviews

Biases in Language Models

Challenge Accepted - How to Escape the Quicksand While Engineering a Computer Vision Application

conda-forge: supporting the growth of the v...

Data Science at Scale with Dask

deepdoctection - An open source package for document intelligence

Detecting drift: how to evaluate and explore data drift in machine learning systems

Do we really need Data Scientists?

Easily build interactive plots and apps with hvPlot

Efficient data labelling with weak supervision

Flexible ML Experiment Tracking System for Python Coders with DVC and Streamlit

Grokking LIME: How can we explain why an image classifier "knows" what’s in a photo...

Honey, I shrunk the target variable! Common pitfalls when transforming the variable and how to exploit transformations

Introduction to MLOps with MLflow

JupyterLite: Jupyter ❤️ WebAssembly ❤️ Python

Machine Learning Testing Ecosystem of Python

My forecast is better than yours! What does that even mean?

Overcoming 5 Hurdles to Using Jupyter Notebooks for Data Science, by the JetBrains Datalore Team

Predictive Maintenance and Anomaly Detection for Wind Energy

`python-m5p` - M5 Prime regression trees in python, compliant with scikit-learn

Reproducible machine learning and science with python

Sankey Plots with Python

Secure ML: Automated Security Best Practices in Machine Learning

Slack bots 101: An introduction into slack bot-based workflow automation

Unclear Code Hurts

Unsupervised shallow learning for fraud detection on marketplaces

Using a database in a data science project - Lessons learned in production

What are data unit tests and why we need them

Your data, your insights: creating personal data projects to (re-)own the...

Beyond the basics: Contributor experience, diversity and culture in open...

Building a Sign-to-Speech prototype with TensorFlow, Pytorch and DeepStack: How...

Career Panel

Creating 3D Maps using Python

Data Apis: Standardization of N-dimensional arrays and dataframes

Fundamentals of relational databases

How a simple streamlit dashboard will help to put your machine learning model in production

Inpsect and try to interpret your scikit-learn machine-learning models

Introducing the Dask Active Memory Manager

Introduction to Uplift Modeling

Making Machine Learning Applications Fast and Simple with ONNX

Processing Open Street Map Data with Python and PostgreSQL

Rewriting your R analysis code in Python

Seeing the needle AND the haystack: single-datapoint selection for billion-poin...

sktime - python toolbox for time series: advanced forecasting - probabilistic, global and hierarchical

The Myth of Neutrality: How AI is widening social divides

The secret sauce of data science management

What I learned from monitoring more than 30 Machine Learning Use Cases

You shall not share!

dask-image: distributed image processing for large data

DevOps for Data Science? - automate the boring stuff and leverage the OSS ecosystem

Extracting data from Excel with Python

Technosolutionism and human rights

Why the float did it NaN?

3 ways to test S3 in Python

A Reflection on Software Testing

A sack full of angry snakes: Taming your python dependencies with Nix

A website controlled Lego Robot using the Raspberry Pi

All Hands on Deck – Handling Security Issues

At The Root : Wagtail + Gatsby + GitPod

Biometric Unsecurity

Build your own data warehouse for personal analytics with SQLite and Datasette

Can you keep a secret?

Cracking open the COVIDSafe

Deceptive Security using Python

Decoding: programming beyond text files

Engineers to Data-Scientists with Python

Ensemble-X: Your personal strataGEM to build Ensembled Deep Learning Models for Medical Imaging

Ensuring Black voices matter: Why your voice assistant is racist, and what we can do about it

geospatial data and analysis is :exploding_head:

Getting Over the Boring Stuff Quicker - Building a Semi-Automated Speech Audio Annotation Tool

GitHub Actions & Python

Graph Databases will change your (freakin') life

Hacking Playable Ads: What REALLY are they?

How a major museum runs on Python

How learning python helped me teach C in tertiary education

I don't need friends, I can build my own

Interactive Mapmaking with Python

Introducing Lambda Calculus with Python

Journey into the Deep World of Web Development

Making Codebases Easier to Learn and Maintain

Model Selection with Python: An Introduction to Hyper Parameter Tuning

Of Django, PostgreSQL schemas, and your multi-million dollar idea

Oh no! I think my project is outgrowing my Jupyter notebook. How do I survive?

On a shoe-string and a t2.small: scaling on a [zero] budget.

Oops! I Became an Open Source Maintainer! 😱

Opening Keynote: MirrorWorld

Outbreak Outreach - How COVID broke our program for the better

Panel Discussion: Ethical AI - From talk to practice

Piping Rain in Python - Adventures in a minute latency Radar Pipeline

Practicality Beats Purity: The Zen of Python’s Escape Hatch?

Procedural Generation of Terrain

Publishing well-formed Python packages

Python Emergency Remote Teaching

Python for Accessibility

Queues - The Secret Sauce

Raising Heretics

So what is this time thing anyway?

Speeding up Your Docker Image Build

Staircase: fast analysis with step functions

Stop Writing Tests!

Streamlit - Build interactive data dashboards quickly

Sunday Lightning Talks (PyConline AU 2020)

Taking Django's ORM Async

Text files full of punctuation? There must be a better way to code.

The art of categorical encoding for Tabular data problems

The Art of Micropython- using Python to create award winning art

The Hitchhiker's Guide to CLIs in Python

The Software Engineering Part of Data Science

The worst outage I never caused

This Talk Has Been Disabled

Tweaking the rise and fall of empires and economies

Under and Dunder - Python secret functions

Using Jupyter Notebooks to Empower the Public with Environmental Data

Walled gardens for growing students

Wearing Your Python, and Making It Sing Too!

What happens behind execution of an `import` statement?

What happens when you run manage.py test ?

What I now know about HAproxied Django DB connections, and wish I'd known sooner

What The GIL Means For Containers

What We Do in the Shadows

Your Escape Plan From Numpy + Cython

Final Remarks and Conference Close for PyCon 2019

Developing a Cad application as an hobby. My exciting hobby is now my job

Panel: Python VMs

"Dude, Where's My RAM?" - A deep dive into how Python uses memory

Algorithmic Generation of OpenGL Geometry

An (biased) survey of the python web

An Introduction to Tornado

An Open success for the cloud: OpenStack

An outsider's look at co-routines.

API Design: Lessons Learned

API Design anti-patterns

Backup Is Hard; Let's Go Shopping

Best Practices for Impossible Deadlines

Continuous deployment

CouchDB and Python in practice

Dependency management with Puppet

Deploying Applications with zc.buildout

Disqus: Serving 400 million people with Python

Distributed Tasks with Celery

Diversity in Tech: Improving our Toolset

Django: Pitfalls I Encountered and How to Avoid Them

Django Packages: A Case Study

Documentation Driven Development

Everything You Wanted To Know About Pickling, But Were Afraid To Ask!

Exhibition of Atrocity

Extreme Network Programming with Python and Linux

Firefox Sync

Friday Afternoon Lightning Talks

Fun with Python's Newer Tools

Genetic Programming in Python

Get new contributors (and diversity) through outreach

Getting the job: the do's and don'ts of landing a Python job

Going Full Python - Threadless

Greasing the Wheels of Exploration with Python

Handling ridiculous amounts of data with probabilistic data structures

Hidden Treasures in the Standard Library

Hookbox: All Python web-frameworks, now real-time. Batteries Included.

How to kill a patent with Python

How to sell Python

How to write obfuscated python

HTSQL - an insanely good WSGI / REST interface to your favorite database

HTTP in Python: which library for what task?

Introduction to Parallel Computing on an NVIDIA GPU using PyCUDA

Javascript for people who know Python

Jython Concurrency

Large Scale Data Conditioning & Processing with Stackless Python and Pypes

Linguistics of Twitter

MongoDB + Pylons at Catch.com: Scalable Web Apps with Python and NoSQL

Montreal-Python -- Lessons Learned from Bootstraping a Python Community

mrjob: Distributed Computing for Everyone

Opening the Flask

Optimal Aircraft Engine Tuner Selection in Python

Packaging, from Distutils to Distutils2

Panel: Python in Schools: Teaching It and Teaching With It.

Pluggable Django Patterns

Prototyping Go's Select with stackless.py for Stackless Python

PSF funds PyPy

Python - The Secret Sauce in the Open Cloud

Python and Robots: Teaching Programming in High School

Python-Aware Python

Python for High Performance Computing

Python IDEs Panel

Python.MiroCommunity.org + UniversalSubtitles.org

Python Software Foundation Chairman Address

Rapid Python used on Big Data to Discover Human Genetic Variation

Reverse-engineering Ian Bicking's brain: inside pip and virtualenv

Saturday Afternoon Lightning Talks

Saturday Morning Lightning Talks

Scaling Python past 100

Serious Business: Python is not just for Engineering

SOLVCON: A New Python-Based Software Framework for Massively Parallelized Numerical Simulations

State of Pylons/TurboGears 2/repoze.bfg

Statistical machine learning for text classification with scikit-learn

Status of Unicode in Python 3

Sunday Afternoon Lightning Talks

Supercomputer and Cluster Application Performance Analysis using Python

Supporting All Versions of Python All The Time With Tox

Swarming the Web: Evolving the Perfect Config File

Ten Years of Twisted

Testing the Mobile (and Desktop) Web with Selenium 2.0 - Better, Faster, and more Pythonicly

Testing with mock

The Data Structures of Python

The Development of Python and You

The Pyramid FAQ

The Python That Wasn't

Through the Side Channel: Timing and Implementation Attacks in Python

TUF: Secure Software Updates in Python

Units Need Testing Too

Useful Namespaces: Context Managers and Decorators

Using Blender's new BPY Python API

Using Coroutines to Create Efficient, High-Concurrency Web Applications

Using Python 3 to Build a Cloud Computing Service for my Superboard II

web2py secrets tutorial (1/2)

What would you do with an ast?

Why is Python slow and how PyPy can help?

Writing Command-Line Tools using IronPython and Visual Studios

Writing great documentation

ZODB: A Python Persistence System

Python 3: the next generation is here already

Running Django Apps on Google App Engine

Creating Rich Client Applications Using Dabo

Dude, Where's My Database? (#133)

Evolving Your Framework Under Fire (#150)

How Python is guiding infrastructure construction in Africa (#84)

Keynote: State of CPython

Pycon 2010: 508 and You: Taking the Pain out of Accessibility (#119)

Actors: What, Why, and How (#161)

Advanced String Formatting (#117)

An Underwater Python: Tortuga the Python Powered Robot (#175)

Pycon 2010: Analysis: The other kind of testing (#185)

Building Leafy Chat, DjangoDose, and Hurricane, Lessons Learned on the Real-Time Web with Python (#24)

Cooperative Multitasking with Twisted: Getting Things Done Concurrently. (#11)

Creating RESTful Web services with restish (#17)

Cross platform application development and distribution (#116)

Customizing your editor for maximum productivity (#171)

Dealing with unsightly data in the real world. (#156)

Debating 'til Dawn: Topics to keep you up all night (#183)

Deconstruction of an Object (#62)

Decorators From Basics to Class Decorators to Decorator Libraries (#138)

Demystifying Non-Blocking and Asynchronous I/O (#164)

Designing to Scale: The Story of ShootQ (#5)

Distributed Programming with Pyro (#7)

Diversity as a Dependency (#49)

Django Deployment Workshop

Django in Depth

Easy command-line applications with cmd and cmd2 (#153)

Ecommerce in Python: Introduction to Satchmo and GetPaid (#146)

Eventlet: Asynchronous I/O with a synchronous interface (#141)

Extending Java Applications with Jython (#65)

Faster Python Programs Through Optimization

Hacking the Social Web with Python

Hg and Git : Can't we all just get along? (#154)

How and why Python is being used to by the Military to model real-world battlefield scenarios (#13)

How Are Large Applications Embedding Python? (#6)

How does Enthought distribute packages? (#108)

How Python, TurboGears, and MongoDB are Transforming SourceForge.net (#47)

How to write cross-interpreter Python programs (#101)

Implementing Domain Specific Languages In Python

Import this, that, and the other thing: custom importers (#9)

Interfaces, Adapters and Factories (#181)

Internationalizing your Django project (#74)

Introduction to Django

Introduction to Internet Programming

Introduction to SQLAlchemy

Introduction to Traits

Introduction to Twisted

Introduction to unittest (a.k.a. PyUnit) (#96)

IronPython Tooling (#67)

Keynote: Building the Python Community

Keynote: Cadence, Quality and Design

Keynote: Relentlessly Pursuing Opportunities With Python, or why the AIs will Spare Us All!

Keynote: State of PyPy

Keynote: State of Unladen Swallow

Learning Hosting Best-Practices From WebFaction (#57)

Managing the world's oldest Django project (#80)

Mastering Python 3 I/O (part 1)

Mastering Team Play: Four powerful examples of composing Python tools (#184)

Modern version control: Mercurial internals (#113)

New *and* Improved: Coming changes to unittest, the standard library test framework (#52)

Optimal Resource Allocation using Python (#36)

Optimizations And Micro-Optimizations In CPython (#38)

Panel: Form Generator Generators (#28)

Pay only for what you eat: A tour of the Repoze.BFG repository and philosophy (#174)

Persistent Graphs in Python with Neo4j (#140)

Plenary: Friday Evening Lightning Talks

Plenary: Intro to sprints

Plenary: Saturday Evening Lightning Talks

PLY and PyParsing (#93)

Powerful Pythonic Patterns (#186)

Powering the real-time web with Python: PubSubHubbub on App Engine (#173)

py.test - Rapid Testing with Minimal Effort

Pynie: Python 3 on Parrot (#148)

Python's Dusty Corners (#182)

Python 101

Python 102

Python 201: How to Solve It Using Python

Python 3: The Next Generation (#48)

Python for Large Astronomical Data Reduction and Analysis Systems (#107)

Python in the Browser (#71)

Python Metaprogramming (#64)

Rapid multi-purpose testing (#81)

Relational Database Applications

Remixing Music Pythonically (#157)

Revisioned Databases for MultiUser Editing (#86)

Scaling Python webapps from zero to 50 million users - A top-down approach. (#134)

Scaling your Python application on EC2 (#191)

Scrape the Web: Strategies for programming websites that don't expect it

Seattle: A Python-based Platform for Easy Development and Deployment of Networked Systems and Applications (#162)

Simple WSGI composition: story of one refactoring (#51)

Sprox: data driven web development (#137)

Sunday Afternoon Lightning Talks

Sunday Morning Lightning Talks

Supercharging Web Communications: Integrating Python-based Apps with Salesforce.com CRM (#152)

Teaching compilers with python (#87)

Tests and Testability (#188)

The Meaty Parts of Python: Closures, Decorators, List Comprehension, and Functional Constructs

The Python and the Elephant: Large Scale Natural Language Processing with NLTK and Dumbo (#120)

The speed of PyPy (#83)

The state of Packaging (#63)

The Zen of CherryPy (#111)

Think Globally, Hack Locally - Teaching Python in Your Community (#122)

Threading is not a model (#187)

To relate or not to relate, that is the question (#99)

TurboGears Geospatial Framework (#19)

Turtles All The Way Down: Demystifying Deferreds, Decorators, and Declarations (#169)

Understanding the Python GIL (#82)

Unladen Swallow: fewer coconuts, faster Python (#73)

Using Python to Create Robotic Simulations for Planetary Exploration (#159)

What every developer should know about database scalability (#21)

What We've Learned From Building Basie (#85)

Why not run all your tests all the time? A study of continuous integration systems (#160)

wxPython II: Introduction to GUI Programming and MVC

PyCon 2010:Advanced SQL Alchemy

Python in quantitative finance (#158)

Small acts make great revolutions: crafting Python and Open Source communities in Rio de Janeiro (#78)

The Mighty Dictionary (#55)

The Ring of Python (#189)

VisTrails: A Python-Based Scientific Workflow and Provenance System (#172)

Writing Books using Python and Open Source Software (#40)

A Tour of Python Standard Library (1 of 3)

A Tour of Python Standard Library (2 of 3)

Introduction to Object-Oriented Programming (1 of 3)

Introduction to Object-Oriented Programming (2 of 3)

Introduction to Object-Oriented Programming (3 of 3)

PyCon 2009: A better Python for the JVM

PyCon 2009: A Configuration Comparison in Python (#70)

PyCon 2009: A Curious Course on Coroutines and Concurrency (Part 3 of 3)

PyCon 2009: A Curious Course on Coroutines and Concurrency (Part 2 of 3)

PyCon 2009: A Curious Course on Coroutines and Concurrency (Part 1 of 3)

PyCon 2009: A Whirlwind Excursion through Writing a C Extension (#68)

PyCon 2009: About Python Namespaces (and Code Objects) (#46)

PyCon 2009: Advanced SQLAlchemy (Part 1 of 3)

PyCon 2009: Advanced SQLAlchemy (Part 2 of 3)

PyCon 2009: Advanced SQLAlchemy (Part 3 of 3)

PyCon 2009: An Introduction to Google App Engine (Part 1 of 2)

PyCon 2009: An Introduction to Google App Engine (Part 2 of 2)

PyCon 2009: Application Developing with IronPython (Part 3 of 3)

PyCon 2009: Application Developing with IronPython (Part 1 of 3)

PyCon 2009: Application Developing with IronPython (Part 2 of 3)

PyCon 2009: Behind the scenes of EveryBlock.com (#111)

PyCon 2009: Building Real-time Network applications for the web with Twisted and Orbited (Part 3 of 3)

PyCon 2009: Building Real-time Network applications for the web with Twisted and Orbited (Part 2 of 3)

PyCon 2009: Building Real-time Network applications for the web with Twisted and Orbited (Part 1 of 3)

PyCon 2009: Data Storage in Python - An Overview of Options (Part 2 of 3)

PyCon 2009: Data Storage in Python - An Overview of Options (Part 1 of 3)

PyCon 2009: Data Storage in Python - An Overview of Options (Part 3 of 3)

PyCon 2009: Designing a web framework: Django's design decisions (#75)

PyCon 2009: Django in the Real World (Part 1 of 3)

PyCon 2009: Django in the Real World (Part 2 of 3)

PyCon 2009: Django in the Real World (Part 3 of 3)

PyCon 2009: Django on Jython (#101)

PyCon 2009: Easy Concurrency with Kamaelia (Part 2 of 2)

PyCon 2009: Easy Concurrency with Kamaelia (Part 1 of 2)

PyCon 2009: Eggs and Buildout Deployment in Python (Part 2 of 3)

PyCon 2009: Eggs and Buildout Deployment in Python (Part 1 of 3)

PyCon 2009: Eggs and Buildout Deployment in Python (Part 3 of 3)

PyCon 2009: Faster Python Programs through Optimization (Part 1 of 3)

PyCon 2009: Faster Python Programs through Optimization (Part 3 of 3)

PyCon 2009: Faster Python Programs through Optimization (Part 2 of 3)

PyCon 2009: Functional Testing of Desktop Applications (#1)

PyCon 2009: Giving back and helping expand the Python community. A roadmap for South America and Africa (#87)

PyCon 2009: Hands on with Trac plugins (Part 1 of 2)

PyCon 2009: Hands on with Trac plugins (Part 2 of 2)

PyCon 2009: How AlterWay releases web applications using zc.buildout (#22)

PyCon 2009: How I Distribute Python applications on Windows - py2exe and InnoSetup (#108)

PyCon 2009: How to Build Applications Linux Distributions will Package (#78)

PyCon 2009: Intermediate Turbogears (Part 1 of 3)

PyCon 2009: Intermediate Turbogears (Part 2 of 3)

PyCon 2009: Intermediate Turbogears (Part 3 of 3)

PyCon 2009: Internet Programming with Python (Part 1 of 3)

PyCon 2009: Internet Programming with Python (Part 3 of 3)

PyCon 2009: Internet Programming with Python (Part 2 of 3)

PyCon 2009: Introduction to Functional Web Testing With Twill and Selenium (Part 2 of 2)

PyCon 2009: Introduction to Functional Web Testing With Twill and Selenium (Part 1 of 2)

PyCon 2009: Introduction to SQLAlchemy (Part 1 of 3)

PyCon 2009: Introduction to SQLAlchemy (Part 2 of 3)

PyCon 2009: Introduction to SQLAlchemy (Part 3 of 3)

PyCon 2009: Introduction to TurboGears2 and WSGI (Part 2 of 2)

PyCon 2009: Introduction to TurboGears2 and WSGI (Part 1 of 2)

PyCon 2009: Keynote: Reddit: Steve Huffman and Alexis Ohanian

PyCon 2009: Paver: easy build and deployment automation for Python projects (#13)

PyCon 2009: Plenary: Afternoon Lightning Talks

PyCon 2009: Plenary: Intro to Sprinting

PyCon 2009: Plenary: Morning Lightning Talks

PyCon 2009: Plenary: Morning Lightning Talks (Saturday)

PyCon 2009: Plenary: Sprint Intro

PyCon 2009: py.test II - cross-platform and distributed testing (Part 3 of 3)

PyCon 2009: py.test II - cross-platform and distributed testing (Part 1 of 3)

PyCon 2009: py.test II - cross-platform and distributed testing (Part 2 of 3)

PyCon 2009: Pylons on Jython (#96)

PyCon 2009: Pylons on Jython (#96)

PyCon 2009: PyMite lightning talk

PyCon 2009: Python 102 (Part 1 of 3)

PyCon 2009: Python 102 (Part 2 of 3)

PyCon 2009: Python 102 (Part 3 of 3)

PyCon 2009: Python 401: Some Advanced Topics (Part 1 of 3)

PyCon 2009: Python 401: Some Advanced Topics (Part 2 of 3)

PyCon 2009: Python 401: Some Advanced Topics (Part 3 of 3)

PyCon 2009: Python for Teachers (and Teachers of Teachers) (Part 1 of 2)

PyCon 2009: Python for Teachers (and Teachers of Teachers) (Part 2 of 2)

PyCon 2009: Scrape the Web: Strategies for programming websites that don't expect it (Part 1 of 3)

PyCon 2009: Scrape the Web: Strategies for programming websites that don't expect it (Part 3 of 3)

PyCon 2009: Scrape the Web: Strategies for programming websites that don't expect it (Part 2 of 3)

PyCon 2009: The (lack of) design patterns in Python (#60)

PyCon 2009: The Big F'ing Tutorial: Development Using the repoze.bfg Web Framework (Part 2 of 3)

PyCon 2009: The Big F'ing Tutorial: Development Using the repoze.bfg Web Framework (Part 3 of 3)

PyCon 2009: The Big F'ing Tutorial: Development Using the repoze.bfg Web Framework (Part 1 of 3)

PyCon 2009: The State of Django (#76)

PyCon 2009: The State of the Python Community: Leading the Python tribe (#118)

PyCon 2009: ToscaWidgets: Test Driven Modular Ajax (Part 2 of 2)

PyCon 2009: ToscaWidgets: Test Driven Modular Ajax (Part 1 of 2)

PyCon 2009: Using Twisted Deferreds (Part 1 of 3)

PyCon 2009: Using Twisted Deferreds (Part 2 of 3)

PyCon 2009: Using Twisted Deferreds (Part 3 of 3)

PyCon 2009: PyPy status talk (#72)

Python 101 (1 of 2)

Python 101 (2 of 2)

Tour of Python Standard Library (3 of 3)