Programme

Have you ever wondered how an automated vehicle can read road signs or tell a pedestrian from a parked car? Or perhaps you've wondered how artificial intelligence can make diagnoses from medical scans or X-rays? How does the camera at the airport link your face to your passport? These are all applications of 'Computer Vision'. In this workshop, we will gently introduce you to Computer Vision, teaching your computer to learn how to identify items of clothing via a simple 'neural net'. We will be using an existing online dataset, the Python programming language and 'PyTorch'.

Creating PDF reports from data is a common but often painstaking task for many businesses. Building automated workflows to generate these reports can save time and, in turn, add value. In this workshop, we present one possible open-source solution using Python and ReportLab. You don’t need any prior coding experience to attend. We will walk you through the process of automating your first report and hopefully provide inspiration to optimise your own reporting workflows. 

Statistics and Machine Learning, though often confused with each other due to shared tools and techniques, possess distinctly different cultures and objectives. This intriguing workshop aims to explore these differences in order to develop a comprehensive understanding of their respective objectives and applications. By examining the complementarity of these two disciplines, we will explore how certain data science projects can benefit from one set of tools and techniques over the other. 

Dr Jacek Cala, Senior Data Scientist, National Innovation Centre for Data

 Reinforcement Learning (RL) is less well known as a Machine Learning technique, especially in business. But perhaps you've started to wonder what benefits this lesser-known ML technique might bring to your company? In this workshop we will introduce you to the Reinforcement Learning area, including Deep RL, and help you learn what problems can be solved using this technique. We will also take a closer look at some of the common challenges companies face, including product recommendation, A/B testing, and optimisation. You will then have a chance to build your own models and see how they perform, so be sure to bring your laptop with you! 

Dr Mac Misiura, Data Scientist, National Innovation Centre for Data

Large language models have revolutionised the field of natural language processing (NLP), allowing breakthroughs for many NLP tasks including language generation, translation, and understanding. This session will dive deep into the theoretical foundations and recent advancements in large language models, and explore their potential applications in the business world. Join to discover how organisations can harness the power of these models!  

Louise Braithwaite, Data Scientist, National Innovation Centre for Data

Organisations often have broad goals around “visualising” their data. This is often driven by a desire to make the data they hold “accessible” and “actionable”. But how do you turn this goal into a reality? This workshop aims to help by introducing you to a great framework for developing descriptive data products, such as reports and dashboards. 

Join us to explore tabular data analysis through a progressive path, starting with the simplicity of "no-code" tools, moving to the customisation and automation offered by "low-code" solutions, and finally diving into the power and versatility of coding. Discover a step-by-step process to effectively work with tabular data, empowering yourself with the knowledge to choose the right approach at every stage of your data journey. 

Dr Peter Michalak, Edge Solution Specialist, National Innovation Centre for Data

Join us to explore the exciting world of Edge Computing. As the number of Internet of Things (IoT) devices steadily grows, so too does their processing capability. There are more opportunities than ever before to move computation from the cloud to edge devices, and by using edge computing strategies, applications can benefit from lower latency, reduced bandwidth and energy requirements, and improved data privacy (among other things). Be sure to join this session to explore the real-world applications and benefits of Edge AI! 

In this panel discussion, jointly presented with Scott Logic, we strip away the buzzwords and delve into the reality behind the hype. Hosted by Colin Eberhardt, CTO of Scott Logic, panellists will dissect trending topics, exploring their practical implications and separating fact from fiction. Discover the true impact of these technologies on our daily lives, job roles, businesses, and society as a whole. Join the conversation, gain valuable insights and prepare yourself for the future with a grounded understanding of the potential these buzzwords hold.

Discover the keys to business innovation and growth in this insightful session. Learn the importance of a robust data strategy and how it drives organisational success. Overcome the challenges of capturing innovation in a time-constrained world with practical advice and tools for busy professionals. Navigate the decision-making process of insourcing or outsourcing skills for effective innovation. Integrate data science skills into your organisation and unlock new opportunities. Gain valuable insights to drive innovation and propel your business forward. Don't miss this opportunity to equip yourself with the knowledge and tools for success!  

Ignite your data science journey with this insightful session. Discover the fundamentals of data science, empowering your organisation to drive innovation and make informed decisions. Our expert speakers break down complex concepts, providing an introduction to data science. Gain valuable insights on harnessing the power of data, from understanding principles to practical implementation strategies. Don't miss out on this opportunity to innovate!

Learn about diverse funding and support programmes from regional experts nurturing innovation in the fields of data and digital. Gain a comprehensive understanding of eligibility, application processes, and success stories.

Discover how to access support programmes and accelerate your growth. Whether you're a start-up, established business, or aspiring entrepreneur, this session equips you with the knowledge to navigate the funding ecosystem. Make informed decisions, secure funding, and propel your ventures forward in the dynamic landscape of digital and data science innovation.