Data Science Austria

AI: the silver bullet to stop Technical Debt from sucking you dry

You’ve heard a lot about student debt, but what about technical debt? It’s Friday evening in the Bahamas. You’re relaxing under a striped red umbrella with a succulent glass of wine and your favorite book — it’s a great read and you love the way the ocean breeze moves the pages like … Read moreAI: the silver bullet to stop Technical Debt from sucking you dry

Pitching Artificial Intelligence to Business People

From silver bullet syndrome to silver linings In this article I plan to share with you our recent experience pitching AI to business folk, and what lessons we learned along the way. As a small firm of AI experts, we follow an awareness marketing approach. Rather than relying solely on one … Read morePitching Artificial Intelligence to Business People

Improving Patient Flows With Data Science And Analytics

Reducing Costs By Improving Processes Our team was recently asked how data analytics and data science can be used to improve bottlenecks and patient flows in hospitals. Healthcare providers and hospitals can have very complex patient flows. Many steps can intertwine, resources have to shift in between tasks all the … Read moreImproving Patient Flows With Data Science And Analytics

Word Representation in Natural Language Processing Part II

In the previous part (Part I) of the word representation series, I talked about fixed word representations that make no assumption about semantics (meaning) and similarity of words. In this part, I will describe a family of distributed word representations. The main idea is to represent words as feature vectors. … Read moreWord Representation in Natural Language Processing Part II

AlphaZero implementation and tutorial

A walk-through of implementing AlphaZero using custom TensorFlow operations and a custom Python C module I describe here my implementation of the AlphaZero algorithm, available on Github, written in Python with custom Tensorflow GPU operations and a few accessory functions in C for the tree search. The AlphaZero algorithm has gone … Read moreAlphaZero implementation and tutorial

To all Data Scientists — The one Graph Algorithm you need to know

Dec 8, 2018 Photo by Alina Grubnyak on Unsplash Graphs provide us with a very useful data structure. They can help us to find structure within our data. With the advent of Machine learning and big data, we need to get as much information as possible about our data. Learning a … Read moreTo all Data Scientists — The one Graph Algorithm you need to know