The first global datathon to fight the propaganda in the news finished last night. Hack the News Datathon was co-organized by the Data Science Society and the Qatar Computing Research Institute, HBKU, which were further supported by A Data Pro, who took care of the data annotation. More than 300 data science enthusiasts, experts, and […]
The Global Datathon 2018 Between 28th and 30th September, 2018, the Data Science Society organized the second global online Datathon – a Data Science competition. The event was held online and on-site at the Sofia University and at the IT capital of India – Manipal. Within 48 hours, a total of 140 participants from 11 […]
Your case-study should follow the logic of the CRISP-DM Methodology (see also here). It is expected that for the *Deployment* part you would only propose some ideas, or visualizations.* You should aim at writing it so that it is understood as a stand alone text. So include anything vital for understanding the case and understanding your […]
ReceiptBank will provide an extensive dataset of invoices hidden inside PDF files, which you can uncover by developing an algorithm that detects how many documents are contained in each PDF file.
Identrics gives you an opportunity to build an NLP algorithm that extracts key words from news about companies.
In this article, you will gain an understanding of the mechanics of this tool by using it to solve a general numerical problem, quite outside of what machine learning usually involves, before introducing its uses in deep learning with a simple neural network implementation.
In this TensorFlow tutorial, you will learn how you can use simple yet powerful machine learning methods in TensorFlow and how you can use some of its auxiliary libraries to debug, visualize, and tweak the models created with it.
We are Data Science Society and for the last 3 years we have been building an international digital community with physical presence in Bulgaria. Our main three pillars are: – building a strong core of members digitally, – building a body of knowledge in Data Science – and have fun. We are open, inspired, driven […]
The day 20/10/2010 was the first to be officially announced by the UN and UNESCO as the world day of statistics. It was then decided that the role of statistics will be celebrated worldwide quinquennially. For the forthcoming 20/10/2015 the department of probability and statistics at the Institute of Mathematics and Informatics (IMI) at the […]
The article will walk you through the example process of building a news relevance analyzer. Imagine you have a stock portfolio, and you would like an app to automatically crawl through popular news websites and identify articles that are relevant to your portfolio. For example, if your stock portfolio includes companies like Microsoft, BlackStone, and Luxottica, you would want to see articles that mention these three companies.
Over the past few years, there has been a terrific buzz around Artificial Intelligence (AI). Major companies like Google, Apple, and Microsoft are actively working on the topic. In fact, AI is an umbrella that covers lots of goals, approaches, tools, and applications. Genetic Algorithms (GA) is just one of the tools for intelligent searching through many possible solutions. GA is powerful and broadly applicable for complex problems. Genetic algorithms are efficient algorithms whose solution is approximately optimal. The well-known applications include scheduling, transportation, routing, group technologies, layout design, neural network training, and many others.