Naive Bayes Classifier using Kernel Density Estimation (with example)
Bayesian inference is the re-allocation of credibilities over possibilities [Krutschke 2015]. This means that a bayesian statistician has an “a priori” opinion regard...
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What is BERT and how does it Work?
The recent release of BERT is one of the most pioneering innovations in the field of NLP, which is considered a way ahead of all other traditional NLP models. Let’s f...
Web UI Development: Why Vue.js is the Idea Choice
As anyone involved in the developing world would tell you, the app’s UI is one of its most critical elements, if not the most important. After all, the design is one of...
I (kind of) Liked New Math
“When I think back on all the crap I’ve learned in high school, It’s a wonder I can think at all” – Simon and Garfunkel, Kodachrome Growing up in the ’60...
Tech Talk: Sebastian Raschka’s take on TensorFlow 2.0 and the new edition of his widely acclaimed Python Machine Learning book
Through exposure to the news and social media, you are probably familiar with the fact that machine learning has become one of the most exciting technologies of our time....
Machine Learning Technical Landscape
The picture below is from the article Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey, posted here. Authors: Giang Nguy...
Event Conceptualization & Distribution Modelling
In a recent blog, I described the American Psychiatric Association’s Diagnostic and Statistical Manual of Mental Disorders as an ontological reference. I explained ho...
NeurIPS 2019 – analysis of papers by themes
You can always learn a lot from the papers presented at NeurIPS There is some good analysis already on the web. From Chip Huygen – neurips 2019 analysis and from David ...
Predictive Analytics vs Prescriptive Analytics in one picture
Predictive analytics, prescriptive analytics and the fairly recent offshoot– discovery analytics– can all support business decision making. Although the three...
Ontologies and Semantic Annotation. Part 1: What Is an Ontology
Ontologies and Semantic Annotation. Part 1: What Is an Ontology In the abundance of information, both machines and human researchers need tools to navigate and process it...