Automated Machine Learning Hyperparameter Tuning in Python
This article was written by Will Koehrsen. Full title: Automated Machine Learning Hyperparameter Tuning in Python – A complete walk through using Bayesian optimiza...
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Can an ethical and algorithmically transparent cloud kitchen prevent future Amazon fires?
Can an ethical and algorithmically transparent cloud kitchen prevent future Amazon fires? We often view AI with suspicion – but AI can be used to solve complex problems...
A Strange Family of Statistical Distributions
I introduce here a family of very peculiar statistical distributions governed by two parameters: p, a real number in [0, 1], and b, an integer > 1. Potential appli...
Extreme Events Modeling Using Continued Fractions
Continued fractions are usually considered as a beautiful, curious mathematical topic, but with applications mostly theoretical and limited to math and number theory. Her...
You Had an Ongoing Data Breach for Months. How Could You Not Know?
When Anthem first announced the breach of 80 million of its records, FBI spokespersons credited Anthem with responding only weeks after the attack started. Soon after, Br...
Labeling with Active Learning
The Ugly Truth Behind All That Data We are in the age of data. In recent years, many companies have already started collecting large amounts of data about their business....
Extreme Events Modeling Using Continued Fractions
Continued fractions are usually considered as a beautiful, curious mathematical topic, but with applications mostly theoretical and limited to math and number theory. Her...
What is Explainable AI and Why is it Needed?
Imagine an advanced fighter aircraft is patrolling a hostile conflict area and a bogie suddenly appears on radar accelerating aggressively at them. The pilot, with the a...
Building new worlds with data science
By the time I graduated university four years ago, I sensed that maybe I had missed out on something by not fitting any computer science or coding courses into my sch...
5 Tips for Making Better Business Decisions
Today’s business environment is as competitive as ever. With digital and brick-and-mortar businesses coalescing to create a comprehensive ecosystem of goods and service...