AI Ethics Challenge: Understanding Passive versus Proactive Ethics
Several of my friends have challenged me to get involved in the AI ethics discussion. I certainly do not have any special ethics training. But then again, maybe I do. I�...
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It's time for Time-series Databases
The history of Database management systems could be interpreted as a Darwinian evolution process. The dominance of relational databases gives way to the data warehouses o...
Data science cookbook style code reference in Python for beginners
Here is another resource I use for teaching my students at AI for Edge computing course. I like this resource because I like the cookbook style of learning to code. The r...
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...
Not tools, focusing on problems: a project cycle in data science
As a data scientist in an organization you frequently find yourself in a couple of situations: you have a dataset, you want to extract some useful information you have a...
Wanna Build an AI-powered Organization? Start by Getting EVERYONE to “Think Like A Data Scientist”
In a recent blog I stated that “Crossing the AI Chasm” is primarily an organizational and cultural challenge, not a technology challenge. That “Crossing the AI ...
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...
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...