Number Theory: Nice Generalization of the Waring Conjecture
The Waring conjecture – actually a problem associated with a number of conjectures, many now being solved – is one of the most fascinating mathematical proble...
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Design Patterns for Deep Learning Architectures – with Free eBook
This article comes from DeepLearningPatterns.. Deep Learning can be described as a new machine learning toolkit that has a high likelihood to lead to more advanced form...
Free Book: The Definitive Guide to Pandas
Pandas is a Python package providing fast, flexible, and expressive data structures designed to make working with “relational” or “labeled” data both easy and ...
Letting the Market Do the Managing
For some organizations the title might not be too meaningful, but it is meant to emphasize a conceptual point. The managers in an organization do the managing. They d...
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TensorFlow 1.x Deep Learning Cookbook By Antonio Gulli, Amita Kapoor Take the next step in implementing various common and not-so-common neural networks with Tensorflow 1...
Sequence Modeling with Neural Networks – Part I
Guest blog post by Zied HY. Zied is Senior Data Scientist at Capgemini Consulting. He is specialized in building predictive models utilizing both traditional statistic...
R, Python, Julia — and Polyglot
A poll released recently showed Python increasing its lead over R as the language of choice for analytics professionals. Setting aside questions of the representativene...
My Learning Sabbatical
This post came out of the inspiration I got after I read Rafael Knuth’s Learning Sabbatical. I read part 1 of his sabbatical too and I felt compelled to put my expe...
Who cares if unsupervised machine learning is supervised learning in disguise?
Previously, we saw how unsupervised learning actually has built-in supervision, albeit hidden from the user. In this post we will see how supervised and unsupervised lear...
Agile Framework for Analytics: a Decalogue
Agile vriksasana pose in front of a Waterfall Goodfon.com You are standing on a moss covered rock a short distance from a high waterfall that pours into a deep pond befor...