Workshops

• A plumber's guide to Git
• Alzheimer's Disease challenge hackathon
• An amble through the history of Python
• An eye tracking system. From zero to... what eye learned.
• An introduction to Convolutional Neural Networks
• Code Club
• Crash Course on Testing and Mocking in Python
• Dive into Object-oriented Python
• First Steps in Using Python with Big Data for Teachers
• Intermediate TDD workshop: outside-in, mocking & isolation
• Intro to Distributed Application Performance Monitoring
• Machine Learning as a Service
• Micro:bit - How To Run A Workshop with micro:bit
• Micro:bit - Welcome and State of the Union
• Micro:bits and MicroPython in Schools & Clubs
• OpenPGP key-signing party
• Pandas from the Inside / Big Pandas
• Programming Music for Performance Workshop
• Raspberry Jam
• RosettaHUB: Data Science Education in the cloud
• Sprints
• TDD in Python with pytest
• Tales from the front line of school IT
• Testing in Scientific / Engineering Applications
• Topic Modelling with Gensim
• Toying with Python ByteCode - Hands-on session
• micro:bit - Accessories, modules and micro:bit, best practice, (avoiding copy/paste)
• micro:bit - Discussion - the first 90% and the second 90%
• micro:bit - How (not!) to build a micro:bit, what we learned working on a large collaborative project
• micro:bit - Show, Tell and Try - show off what have you built with and for the micro:bit, or come and see what others have done or try the micro:bit yourself!

Talks

• A brief history of markup languages
• A trip to earth science with python as a companion
• Abstract Base Classes
• Accessible Python Instruction
• Add GUIs to your data pipelines with Jupyter widgets
• Attacks on Machine Learning
• Automate your Boilerplate
• Automated data exploration
• Bitio
• Blame and the Fallacy of Root Cause Analysis
• Breezy, a platform for experiments in version control
• Building Quart from Flask and Asyncio
• Building a python frontend for HPC codes
• Building a real-time audio sampling app on the PyBoard
• Choo Choo! All aboard the Data Train!
• Circumnavigating the Antarctic with Python and Django
• Code With Mu
• Coding with Compassion
• Combinatorics, graphs, and complexity
• Creating a Python Web-App for Destiny the Game
• Cylc: the Python workflow engine for cycling systems
• Declarative Business Process Management and Async Generators
• Deep learning applications: training a multi-task classifier
• DeprecationWarning: documenting your software’s last days
• Detecting gravitational waves with python
• Django and GraphQL
• Docs or it didn't happen!
• EduBlocks - Making the transition to Python easier!
• Efficient Data Mangling with Pandas Indexes
• Everyday security issues and how to avoid them
• Extending Jupyter Notebook
• Finding bugs for free: The magic of code analysis.
• Frictionless Data, Frictionless Development
• Fun With Serverless Applications
• Functional Python
• God is Real
• Good Patterns Don’t Come Naturally
• Handling Database Concurrency With Django
• How We Grew From One Team to Two
• How close can I get Amazon’s Alexa to Black Mirror’s Cookie
• I think I wrote a Rapid Web-Application Development tool
• Implementing Custom Containers
• Intelligent approach to decision-making models
• Introduction to Deep Learning with Python: The force awakens
• Introduction to Survival Analysis with scikit-survival
• Jupyter notebooks and collaboration
• Lazy Sequences working hard
• Learn to Code for Data Analysis
• Lessons from combining micro:bits raspberry pis and tensorflow
• Lightning Talks
• Machine learning libraries you'd wish you'd known about
• Making Sense of Big Data File Formats: Avro and Parquet
• Making all the boring things go away
• Managing Machine Learning Models in Production
• Migrating Python Web Applications to Python 3
• MyPy: The Good, The Bad and The Ugly
• NetworkZero: network support for clubs, classes & dojos
• On Big Computation and Python
• P0150n3d SVMs and Other M4ch1n3 Learning 3xpl0175
• Polygons, hill climbing, metallurgy and why you are here
• PostgreSQL: Beyond the Basics
• Programming Music for Performance: Live coding with FoxDot
• Protecting Your Users From Change: Pythonic Refactoring
• Python as a Second Language
• Python for Conducting Operational Research in Healthcare
• Pythonic code vs. performance
• Pythonic molecular evolution
• Recipes for Productionising Data Science APIs
• Rise of the robots and world domination
• Scaling Django Codebases
• Single Malt WSGI
• Software's Seven Deadly Wastes
• Tackling Complexity with Constraint Programming
• Tales of C, the 6502 and the BBC (with added python)
• The Code of Conduct is here for you
• The History of PyCon
• The Modular Mission Planner
• The Robot Composer - Writing Music With Machine Learning
• The ZODB Ecosystem
• The art of testing in Python
• The log lines that saved vacation
• Thoughts About Normal and Abnormal Data
• Trapped By The Trappings
• Understanding Natural Language with Word Vectors
• Untangling Data Ownership
• Using Python in Schools - Students' Point of View
• Using privilege to improve inclusion
• Verified fakes of web services by example
• Visualising environmental data with Python and Bokeh
• Visualizing Topic Models
• What I learned building Forth in 64-bit Intel assembly
• What Python Can Teach us about Beer
• When free is too expensive
• Why Should High School Students Teach High School Teachers
• Writing file objects with CFFI
• You don't have to be mad to work here... but it helps
• from __future__ import Truth
• from __future__ import profit
• piwheels: a faster Python package repository for RaspberryPi

Keynotes

• Communities and education: exploring together
• It's not the coding curriculum!
• Shaping the World
• Unsafe at Any Speed

Others