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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...
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Using Blockchain Technology to Secure the Internet of Things (IoT)
Blockchain, which is a form of a decentralized digital ledger technology, has gained enormous attention in the recent years, precisely, since 2004. In fact, it has disrup...
Using Confusion Matrices to Quantify the Cost of Being Wrong
There are so many confusing and sometimes even counter-intuitive concepts in statistics. I mean, come on…even explaining the differences between Null Hypothesis and A...
Convolutional Neural Network (CNN) From Scratch
Introduction In a regular neural network, the input is transformed through a series of hidden layers having multiple neurons. Each neuron is connected to all the neurons ...
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...
Organizing Analytics like the Human Brain
Artificial Intelligence (A.I.) is a wide umbrella of emerging technologies which have the potential to completely transform business and society. Key components include: ...
Smart-Gaze: AI powered coding for efficient Eye Tracking
“What you see is what you buy” It is believed that 95% of the purchase decisions happen in the subconscious (let’s call it the reptile brain). The decisions taken b...
Some Irresistible Integrals, Computed Using Statistical Concepts
Updated on Dec 12, 2018. An error was fixed when g(x) is not equal to x, and a new section “Generalization” was added. A link to a large collections of intrig...
Face Landmark Estimation Application
Face Landmark Estimation Application After detecting a face in an image, as seen in the earlier post ‘Face Detection Application’, we will perform face landmark estim...