Logistic regression as a neural network
As a teacher of Data Science (Data Science for Internet of Things course at the University of Oxford), I am always fascinated in cross connection between concepts. I no...
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How the Brain Interprets Visualizations
I was comparing home prices in San Francisco between 1994 and 2018, and I noticed that it has increased by a factor 4 over 25 years. In the meanwhile, the inflation index...
Unexpected Use of AI: Solving Complex Mathematical Problems. Will Mathematicians Become Obsolete?
This is an unusual application of AI, it is not fiction, and it works! It started probably more than 30 years ago. Sometimes referred to as symbolic mathematics, and usua...
Correlation does not equal causation but How exactly do you determine causation?
Introduction Co-relation does not equal causation – is a mantra drilled into a Data Scientist from an early age That’s fine .. But very few talk of the follow-on ques...
DSC Webinar Series: Democratizing Analytics and DS for Continuous Intelligence
The infusion of AI and automation in analytics and data science is democratizing these technologies, giving more users across an organization faster access to deeper, act...
Scraping eBay using BeautifulSoup in Python
Even though Amazon is the leader in e-commerce marketplaces – eBay still has its fair share in the online retail industry. Brands selling online should be monitoring p...
We See in 3D – So Should Our CNN Models
Summary: Autonomous vehicles (AUVs) and many other systems that need to accurately perceive the world around them will be much better off when image classification move...
Explaining Logistic Regression as Generalized Linear Model (in use as a classifier)
The explanation of Logistic Regression as a Generalized Linear Model and use as a classifier is often confusing. In this article, I try to explain this idea from first pr...
How AI/ML Could Return Manufacturing Prowess Back to US
I grew up in a small manufacturing town in Northeast Iowa. The factory in my hometown made tractors (no surprise given that it was Iowa), but eventually the economics o...
DSC Webinar Series: Mathematical Optimization + ML: Featuring Forrester Survey Insights
Mathematical optimization (AKA Mixed Integer Programming) and Machine Learning (ML) are different but complementary technologies. Simply put – Mixed Integer Programming...