The Death of “Big Bang” IT Projects
Why is it so hard to change, especially from a business perspective? Why is it so hard to understand that new technology capabilities can enable new technology approache...
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5 Questions that Define Your Digital Transformation
I had the opportunity in 2017 to give a 10-minute keynote at DataWorks Summit 2017. I know what most of you are thinking: Schmarzo can barely introduce himself in 10 mi...
Introduction to Markov Chains
This article was written by Devin Soni. What are Markov chains, when to use them, and how they work Markov chains are a fairly common, and relatively simple, way to s...
How History Can Prepare Us for Upcoming AI Revolution or, What is the AI Equivalent to the ¼” Bolt?
Many predict, and warn, that the Artificial Intelligence (AI) Revolution will change the world – and possibly the very essence of mankind. But society-changing revolu...
Two More Math Problems: Continued Fractions, Nested Square Roots, Digits of Pi
These problems are for college undergrads after a first course in calculus. They are provided with solutions, and could be used by college professors as exercises or exam...
Harnessing Technology To Kill User Privacy
Privacy!! does it really exist in todays time, when technology allow to monitor even your personal movement in your dark bedroom through solid walls. Privacy – What is ...
Encoding fixed length high cardinality non-numeric columns for a ML algorithm
In this post, Encoding high cardinality text data for a ML algorithm, the author compares 4 ways to encode non-numerical tabular data. This skill is quite useful and nece...
Gradients support in PyTorch
In this article by Maxim Lapan, the author of Deep Reinforcement Learning Hands-On,we are going to discuss about gradients in PyTorch. Gradients support in tensors is o...
Tomorrow’s Digital Transformation Battles Will Be Fought at the Edge
Gartner’s recently released “Magic Quadrant for Industrial IoT Platforms” outlines how organizations can leverage the Internet of Things (IoT) to drive their digita...
Design Patterns for Deep Learning Architectures
This article comes from Deep Learning Patterns. Note to reader: Diving into this material here can be a bit overwhelming. One way though to get an understanding of the ...