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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What is Augmented Data Science and Why is it Important to My Business?
If Data Science was once the sole domain of analysts and data scientists, Augmented Data Science represents the democratized view of this domain. With Augmented Data Scie...
How Data Science is Important for eCommerce
Thanks to evolving technology, retail marketers nowadays have access to wide range of data and analytics tools, which is making everyone’s life easier. It gives busines...
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...
Top Trends for Data Science in 2019
Trends to Watch Out For and Prepare Yourself Ok. So there’s been a lot of coverage by various websites, data science gurus, and AI experts about what 2019 holds in stor...
Five Top Big Data Certifications for 2019
“Information is the oil of 21st century and analytics is the combustion engine” ~ Gartner Big data is the new oil and there’s no denying to this fact. In certain ...
Adversarial Attacks on Deep Neural Networks: an Overview
Introduction Deep Neural Networks are highly expressive machine learning networks that have been around for many decades. In 2012, with gains in computing power and impro...
Cross-Validation: Concept and Example in R
This article was written by Sondos Atwi. In Machine Learning, Cross-validation is a resampling method used for model evaluation to avoid testing a model on the same dat...
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...
Data Science report reveals a confident market for 2019
Throughout 2018, we conducted an online survey of Data Science professionals across Europe. This has led to a fantastic response, garnering over 800 participants from stu...