Data Science Austria

How A.I Will Enhance Content Marketing in the Future

Advances in A.I software and how they could improve the content marketing industry Image Source: UnSplash.com Artificial intelligence is starting to shape critical industries across the world on a considerable scale; this is evident in the marketing, gaming, healthcare, tech, and finance industries. The profits gained from utilizing A.I technology … Read moreHow A.I Will Enhance Content Marketing in the Future

hompson Sampling For Multi-Armed Bandit Problems (Part 1)

Using Bayesian Updating For Online Decision Making “Multi-armed bandit” is perhaps the coolest term in data science, excluding financial applications to “naked European call options” or “short iron butterflies”. They are also among the most commonly encountered practical applications. The term has a helpful motivating story: a “one armed bandit” refers … Read morehompson Sampling For Multi-Armed Bandit Problems (Part 1)

Auria Kathi Powered by Microsoft Azure Machine Learning Pipelines

On January first this year, Fabin Rasheed and I have launched Auria Kathi, the AI Poet Artist living in the cloud. Auria writes a poem, draw an image according to the poem, then color it with a random mood. All these creative actions are carried out without any human intervention. … Read moreAuria Kathi Powered by Microsoft Azure Machine Learning Pipelines

Behind the Models: Beta, Dirichlet, and GEM Distributions

Building Blocks For Non-Parametric Bayesian Models In a future post I want to cover non-parametric Bayesian models — these models are infinite-dimensional and allow for expansive online learning. But first I want to cover some of the building blocks: Beta, Dirichlet, and GEM distributions. These distributions have several helpful properties that provide for … Read moreBehind the Models: Beta, Dirichlet, and GEM Distributions

5 Questions to Ask Before Building a Readmissions Model

1. What Intervention? Before you jump to exact details, think about the big picture for a moment. Brainstorm how you’re going to use these predictions. Does your organization have interventions in place for patients that are deemed “high-risk” for readmissions? Will the patients be assigned a dedicated nurse while they … Read more5 Questions to Ask Before Building a Readmissions Model

What is Wavelet and How We Use It for Data Science

source: https://ak6.picdn.net/shutterstock/videos/28682146/thumb/1.jpg Hello, this is my second post for the signal processing topic. For now, I’m interested in learning more about signal processing to understand a certain paper. And to be honest for me, this wavelet thing is harder to understand than Fourier Transform. After I felt quite understanding about … Read moreWhat is Wavelet and How We Use It for Data Science