Keynote: What can Deep Learning Reveal About Beautiful Places?
Featuring Chanuki Illushka Seresinhe
Governments around the world spend a great deal of money creating and preserving beautiful places, and you might seek out such locations when desiring rest and relaxation. But what are beautiful places composed of?urban-analytics wellbeing artificial-intelligence deep-learning machine-learning data-science infiniteconf
Towards visual intelligence: Modern Machine Learning in Computer Vision Research
Featuring Viktoriia Sharmanska
In this talk, Dr Sharmanska will start with a fundamental question, what is and what is not visual data in machine versus human perspective.deep-learning automatic-systems machine-learning bigdata
Lightning Talk: Big Data and Cognitive Neuroscience: Challenges, Resolutions, and Alternatives
Featuring Jak Maloret
Cognitive Neuroscience studies the mental processes underlying cognition and behaviour. By interlinking behavioural studies from Psychology with state-of-the-art Neuroimaging methods, we are able to gain insight into how processes such as decision-making and learning evolve.research human-behaviour psychiatry infiniteconf big-data
Lightning Talk: Can a Robot Code My Website?
Featuring Salman Iqbal
Designing a user interface for a website or an application can be cumbersome and time consuming. In this talk, Salman will present a deep learning algorithm that creates the code for your website or an app based on the provided mockup.deep-learning code lightning-talk
Workshop: Big Data Machine Learning with Python and Spark on AWS
Featuring Robert Hardy
Robert Hardy will host an interactive workshop on how to use Spark with Python to carry out machine learning algorithms when you have too much data to comfortably work with Pandas.
Attendees should bring along a laptop and should open an account on AWS. All code and setup scripts will be...aws pandas machine-learning python spark
Redis as a Multi Model Database for Faster Search, ML Model Serving, Graph Traversal and Much More!
Featuring Pieter Cailliau
Redis modules were introduced in v4.0. A Redis module allows you to define your own data types and commands against those data types, while taking advantage of all the goods Redis already had to offer.case-study vpc big-data ai infiniteconf
Workshop: Scaling Machine Learning in the Cloud with Kubernetes
Featuring Salman Iqbal and Daniele Polencic
Building any production-ready machine learning system is complex. You have to manage services and tools that often don’t play nice with each other. And when they do you have to spend time manually tweaking deployments and hand rolling solutions before a single model can be tested. Worse, these...infiniteconf infrastructure scaling machine-learning kubeflow kubernetes