In the age of data overload, it is difficult to build applications that make it easier for users to identify key trends and insights. However, with a lack of design experience or the need to fulfil the demand to deliver value quickly, many teams use data grids to present all data for users to consume. […]
Graph databases and social graph Graph databases are the most scalable, high-performance way to query and store highly interconnected data. They help improve intelligence, predictive analytics, social network analysis, and decision and process management – which all involve highly connected data with lots of relationships. A relevant use case for graph databases is the social […]
This session will provide insight and tips on how to build interesting, useful and viable machine learning models – even if you don’t have much experience. The session will focus on how you can sell the value of your models so that stakeholders understand their value and insights – making YOUR skills more in demand! […]
Data architecture is essential for an organisation as it enables efficient data organisation, integration, quality, security, accessibility, and analytics. By establishing a solid data architecture foundation, organisations can derive maximum value from their data assets, enhance decision-making processes, improve operational efficiency, and gain a competitive edge in today’s data-driven world. This talk will provide a […]
Transformers are an innovative tool for analysing sequences of data. But how do you use transformers in practice? Most introductions to transformers are either very high level or focused on details or implementation. In this talk we take the practical approach by giving a “user guide” to transformers. We give different minimal examples and show […]
A/B testing has become an integral part of product development, enabling organizations to make data-driven decisions based on the performance of their website, app, or product. However, building an A/B testing system from scratch can be a daunting task, especially for organizations with limited resources and technical expertise, and partly due to the lack of […]
Talk 1: Yu-Lan Scholliers – Head of product at Checkstep https://www.linkedin.com/in/yuscho/ From Swipe to Safety: Trust & Safety for Authentic Online Connections Delve into the intricacies of safeguarding online dating, explore the rising impact of generative AI on user safety and discover how the interdisciplinary approach of Trust & Safety effectively counters online harms. Talk […]
Streamlit is an open-source framework for creating web applications for data science and machine learning tasks. It enables Data scientists to create and deploy interactive web apps quickly and easily, without needing to learn complex web development tools. In this talk, we will introduce Streamlit and show how to get started with building web applications […]
Can the speaker detect if anyone in the audience is shaking their phone? Can we do it in real time? Could we escalate that to thousands of phones? Yes, yes, yes! As data volume and velocity continue to increase, the need for real-time processing is becoming more pressing. However, building real-time ML pipelines can be […]