To the Pub

If you're dead on your feet and want to skip straight to the pub, from 6PM we'll be opening up the bar (see programme for location details).

Doodle: Visualisation in Scala - Beginner

Featuring Noel Welsh

In this talk, Noel will share more on Doodle, a Scala library for data visualisation that renders in the browser, to files, and on the desktop.

big-data bigdata visualisation scala scalax scalajs

Typelevel Scala Rebooted - Beginner

Featuring Miles Sabin

The Typelevel fork of the Scala compiler has been reinvogorated by the recent community fix for SI-2712, a long-standing problem of type inference for projects which make extensive use of higher-kinded types.

scala scalax typelevel compiler sbt

2

Detecting antisocial comments: an adventure in machine learning at theguardian.com - Intermediate

Featuring Thomas Kaliakos and Nicolas Long

How do you detect antisocial behaviour in online communities? This is a very real problem for the Guardian as we have tens-of-thousands of comments a day. During this talk, you will learn how, as a small team of non-data-scientists, Nicolas and team used Apache Spark running on Amazon’s Elastic...

spark machine-learning scala scalax media community classification guardian

What should every programmer know about hardware - Intermediate

Featuring Dmitry Petrashko

Finding and fixing performance bugs in real-world software is a tricky task. It involves exploration and experimentation. During this talk, you will discover several performance issues found while working on Dotty as well as tools used to diagnose those issues.

dotty scala scalax performance testing hotspot

Crafty Communications (Scala and Pesky People) - Beginner

Featuring Asher Glynn

Effective development is all about communication - with other developers, with users, with managers(!). While this has always been true, the gap between the Scala true believers and the rest-of-the-world can sometimes feel cavernous.

scala scalax code metrics

How to write maintainable Scala code - Beginner

Featuring Peter Hilton

Scala’s biggest problem isn’t adoption any more, it’s unmaintainable code. The core of maintainable code is clean code with good tests, but that by itself is not enough. During this talk, you will learn a range of techniques for writing and improving code for maintainability, including how to get...

maintenance code documentation code-style app app-development enterprise development scala scalax

Smooth migrations to Dotty with scalafix - Intermediate

Featuring Ólafur Páll Geirsson

Scalafix is a new code rewriting tool to help you prepare for Dotty, a next generation Scala compiler. During this talk, you will discover how scalafix takes care of easy, repetitive and tedious code transformations so you can faster enjoy the benefits that Dotty brings. More broadly, you will...

scala scalax dotty developer-tools programming scalafix compiler

Building multiplayer game using streams - Beginner

Featuring Michał Płachta

In this talk you will learn how stream-based programming can be used to implement web frontend and multiplayer backend of the classic game: Snake.

reactive-ui gamedev streams reactive-streams

Predictive analytics with Scala and Spark at ING - Intermediate

Featuring Bas Geerdink

ING is a Data Driven Experimental Enterprise, which is heavily investing in big data, analytics and streaming processing. As in many other enterprises, we deal with a large variety of data sources. Some are responsible for primary processes, while others are used to improve the quality of the...

ing spark scala scalax akka analytics machine-learning