Data Science Austria

Detecting faces with Python and OpenCV Face Detection Neural Network

Cool Kids of Death Off Festival Now, we all know that Artificial Intelligence is becoming more and more real and its filling the gaps between capabilities of humans and machines day by day. It’s not just a fancy word anymore. It has had many advancements over the years in many fields … Read moreDetecting faces with Python and OpenCV Face Detection Neural Network

Separating mixed signals with Independent Component Analysis

Image modified from garageband The world around is a dynamic mixture of signals from various sources. Just like the colors in the above picture blend into one another, giving rise to new shades and tones, everything we perceive is a fusion of simpler components. Most of the time we are … Read moreSeparating mixed signals with Independent Component Analysis

Depicting Quranic Lengths with Sentence Drawings Data Art

ShahamBlockedUnblockFollowFollowing Apr 29 This project is an attempt to visually model groups of chapters in the Quran. Verse translation texts are analyzed using NLP topic-modelling techniques and then visualization using a specific art concept of Stefanie Posavec’s Sentence Drawings. The concept of Posavec’s sentence drawing is pretty simple: you draw … Read moreDepicting Quranic Lengths with Sentence Drawings Data Art

Investigating the Machine Reading Comprehension Problem with Deep Learning

Teaching machines how to do standardized test-like reading questions. This project and article was jointly done by Yonah Mann, Rohan Menezes and myself. When you think about it, reading comprehension is kind of a miracle of human thinking. That we can take a piece of text and, with little to … Read moreInvestigating the Machine Reading Comprehension Problem with Deep Learning

Thrive and blossom in the deep learning: FM model for recommendation system

Photo by Paul on Unsplash Since you entered this article, I would assume you are working as an algorithm engineer in the industry. However, the assumption is probably only 20% right according to my experience, because the majority of the algorithm engineers have a great diversity of the interests, they will … Read moreThrive and blossom in the deep learning: FM model for recommendation system

Reinforcement Learning — A conceptual introduction

A simple guide for understanding Reinforcement Learning Photo by Alex Knight on Unsplash As described in a previous post, Reinforcement Learning is the topic in Artificial Intelligence that interests me the most. Even not being a computer scientist, it matches really well with my background, and the concept itself is quite … Read moreReinforcement Learning — A conceptual introduction

A Flick of the Wrist: Defining the Next Generation of Human-Computer Interaction

For years, we’ve been enchanted by the idea of magic. The thought that someone, with the wave of a wand, snap of a finger, or some special words, can completely change the world around them in an instant is an idea that has captured minds throughout history. Any sufficiently advanced … Read moreA Flick of the Wrist: Defining the Next Generation of Human-Computer Interaction