Lumos Student Data Consulting

Apr 9

Uses of AI in the Financial Industry: New Opportunities

Disclaimer: The article can also be read on our Lumos blog, where it was published initially. There is little doubt that Artificial Intelligence (AI) is here to stay. It is revolutionizing all industries at an increasing rate, and keeping up with current technologies is crucial for businesses to stay competitive…

Finance

8 min read

Uses of AI in the Financial Industry: New Opportunities

Oct 23, 2021

Web Application for Pub Crawl Planning

This article was prepared by Lumos members Magnus Wagner, Fabian Traxler, Konstantin Mark and Janika Scheuer. Over summer the team focused on learning to develop a website using Vue.js and Python and implementing a path-finding algorithm to calculate the perfect route for a pub crawl in Vienna. Introduction You must know…

Vuejs

12 min read

Oct 10, 2021

Algorithmic Trading with Python

In this article three members of Lumos Adrian Ciarnau, Maroan El Sirfy and Kerstin Scharinger will share their journey in the world of algorithmic trading with the purpose of building a trading bot in Python over the summer. General Introduction Algorithmic trading is a trading system based on a defined set of…

Algorithmic Trading

12 min read

Aug 27, 2021

Technologies of DeFi markets — Part 2: Stablecoins

Disclaimer: The article can also be read on our Lumos blog, where it was published initially. The following text is taken from a paper that our alumnus Nikolas Haimerl had written during his Master studies at TU Vienna. Due to the length of the paper, we will publish the key…

Stable Coin

13 min read

Aug 27, 2021

Technologies of DeFi markets — Part 1: Decentralized Exchanges

Decentralized Finance

11 min read

Technologies of DeFi markets — Part 1: Decentralized Exchanges

Jul 26, 2021

An Introduction to ML Algorithms used to detect and diagnose Alzheimer’s disease

This article written by our alumna Julia Pospischek, who is a Masters student in Biomedical Engineering at TU Vienna, can also be read on our Lumos blog, where it was published initially. Alzheimer’s disease is a well-known and highly researched neurodegenerative illness. With the use of machine learning algorithms combined…

Artificial Intelligence

9 min read

An Introduction to ML Algorithms used to detect and diagnose Alzheimer’s disease

Nov 25, 2020

Mean-Variance Portfolio Optimization using Python

Portfolio Management is one of the most traditional segments in terms of Data Science applications in the field of Finance. In this article our two members Florian Kollarczik and Florian Leodolter will share a beginner’s guide to perform simple, yet very insightful Portfolio Optimization using Python. …

Portfolio Management

8 min read

Mean-Variance Portfolio Optimization using Python

Nov 13, 2020

The Art of Quarterback Evaluation — NFL and Data Science 101

The broad public understanding of American Football is changing. Fueled by the application of data science, old patterns are broken up and new ideas emerge. In this article our member Christian Steinwender investigates how statistical methods can be used to assess the quality of a quarterback. …

NFL

11 min read

The Art of Quarterback Evaluation — NFL and Data Science 101