Event Pattern Matching (EPM) in real-time complex data processing refers to the technique of identifying and reacting to specific sequences of events within a continuous stream of data. It is commonly used in Complex Event Processing (CEP) systems to detect meaningful patterns or anomalies that occur across different data sources and over time.
This capability is essential in scenarios...
How does Business Analysis enhance collaboration and project success? In this session, we’ll explore the role of the Business Analyst as a key player in any team. Learn how Business Analysis practices help bridge communication gaps, align stakeholders, and ensure that project goals deliver real value. This introduction highlights how BAs drive clarity, manage requirements, and foster teamwork,...
In today’s world of Big Data, artificial intelligence, and real-time applications, performance is more critical than ever.
This presentation delves into the fundamentals of parallel programming, focusing on optimizing performance using shared memory with multi-core CPUs and distributed memory across networked systems.
Through practical examples, we’ll demonstrate how parallelism can...
In this talk, I'll be covering why graph databases are gaining popularity for managing complex, connected data. We'll look at the motivation behind using them and how they differ from traditional relational databases. I’ll also explain the transformation process—how to move from a relational model to a graph database and the benefits this brings. A live demo will be presented to the students.
Learning the Test Driven Development methodology can teach you many techniques and good habits that make you a better developer even when not following the strict TDD process.
In this talk we'll look at some of these techniques, why we use them when following the TDD process and how they still apply when not doing TDD.
For example:
- Powerful IDE code completion
- Encapsulation,...
Alarming in the industrial controls sector plays a critical role in ensuring the safety, efficiency, and reliability of automated systems. This process involves monitoring key parameters of industrial equipment and processes, generating alerts when predefined thresholds are breached, and enabling timely intervention to prevent malfunctions or safety incidents. Alarming systems are designed to...
This lecture series will offers you a comprehensive yet accessible journey through the history and state-of-the-art techniques in NLP. We’ll explore a few essential concepts, practical applications, and emerging trends without drowning in the complex mathematics needed to unravel these tools.
The first lecture will cover the theoretical basis needed to grasp the nomenclature of NLP, ending...
Ever thought of beating the market?
Explore the intersection of finance and programming as we dissect intricate trading strategies using Python. From backtesting techniques to predictive modeling, this session provides a deep dive into the scientific and programming aspects of algorithmic trading.
Whether you're a quantitative analyst or a coding enthusiast, this presentation offers a...
This lecture introduces quantum computing, focusing on the fundamental principles that differentiate it from classical computing. Key topics include the basic concepts of quantum mechanics underlying quantum computation and the structure of quantum algorithms. Participants will gain insight into the potential of quantum computing for solving complex computational problems and its significance...
Even the most experienced Karate black belts must practice regularly to ensure they stay sharp. A Kata is series of movements practiced solo or in pairs; they teach the student proper form and position.
Using freely available tools we demonstrate live how to get started with and practice Test Driven Development by implementing a Kata - a simple coding exercise - designed to let us practice...
This lecture series will offers you a comprehensive yet accessible journey through the history and state-of-the-art techniques in NLP. We’ll explore a few essential concepts, practical applications, and emerging trends without drowning in the complex mathematics needed to unravel these tools.
The first lecture will cover the theoretical basis needed to grasp the nomenclature of NLP, ending...
This discussion aims to highlight the importance of gathering data from the ionosphere, which can provide valuable information for satellite communication and understanding the impact of solar activity on earth.
An increase in solar activity has recently resulted in some beautiful northern and southern lights! However, they can also interfere with radio transmission and navigation systems,...
Have you ever been knee-deep in JavaScript, trying to spice up your web-site or web application, and things start getting insanely complex? Well, we hit that wall at CERN too with one of our flagshit applications, and guess what? We tackled it!
Come along and join me for this talk, where I will show you how we used React to build a new framework to modernize our code that's been around for...
As modern applications demand higher performance and richer visual experiences, GPUs have emerged as powerful tools for both rendering graphics and executing parallel computations.
This presentation explores the realm of GPU computing, highlighting its multiple functions, including applications in graphics rendering, machine learning, and general-purpose GPU (GPGPU) computing.
We’ll...
What happens when you design with the user in mind? In this introduction to UX Design, we’ll explore how adopting a user-centred perspective transforms the way teams approach product and service creation. Learn the basics of understanding user needs, mapping their journeys, and creating intuitive solutions.
This session highlights how UX Design fosters empathy and leads to experiences that...
Join me for a comprehensive introduction to Spring Framework, a veritable Swiss Army knife in the realm of Java development. In my talk, I'll guide you through the diverse implementation patterns offered by Spring, aimed at enhancing code robustness and scalability. You will also learn how the Spring Framework operates internally. Regardless of your programming background, this session offers...
In this talk we will focus on how graph databases tackle real-world challenges, such as social media analysis, recommendation systems, and fraud detection. I'll show how combining graph databases with machine learning enables us to uncover hidden patterns and deeper insights.
There will be a live demo showing the transformation of a relational database to a graph one, Neo4j, which is one of...
In his lecture, Toni will address the challenges of working with limited and hard-to-obtain data in solving complex problems. He will share real-world examples from his research, illustrating how robust models can be developed even when data is scarce and expensive to gather. This session will demonstrate that effective solutions often don't require large datasets, offering valuable insights...
In this lecture, we explore how quantum mechanics enables methods for data representation, manipulation, and processing that could surpass classical approaches in certain domains. This lecture’s topics include quantum data structures, encoding methods, and the quantum processing of (classical) datasets. Participants will gain an understanding of how quantum techniques can transform data...
This discussion aims to highlight the importance of gathering data from the ionosphere, which can provide valuable information for satellite communication and understanding the impact of solar activity on earth.
An increase in solar activity has recently resulted in some beautiful northern and southern lights! However, they can also interfere with radio transmission and navigation systems,...
How can a machine locate a similar image? How can the song playing be detected? How can you detect who is speaking, based on their voice? How can image be searched with text?
In this introductory lesson about vectors, vector databases, and similarity search with vectors, we will determine how anything in the world can be turned into a vector, from which we can determine similarity with...
Say goodbye to dull spreadsheets and obsolete Excel charts!
Explore how data transcends mere numerical figures, evolving into a rich tapestry of insights and narratives. We delve into the significance of interpretation, understanding the context, and crafting compelling visual stories that drive informed decision-making.
Discover the depth of data visualization techniques, from...
