**The Surprising Complexity of Randomness** - Jun 15, 2017.

The reason we have pseudorandom numbers is because generating true random numbers using a computer is difficult. Computers, by design, are excellent at taking a set of instructions and carrying them out in the exact same way, every single time.

Tags: Complexity, Probability, Random, Randomization

**KDnuggets™ News 16:n12, Apr 6: Top 10 Essential Books; Perfect Data Science Interview** - Apr 6, 2016.

Top 10 Essential Books for the Data Enthusiast; How to Compute the Statistical Significance of Two Classifiers Performance Difference; The Secret to a Perfect Data Science Interview; If Hollywood Made Movies About Machine Learning Algorithms.

Tags: Books, Classifier, Complexity, Machine Learning

**Avoiding Complexity of Machine Learning Problems** - Mar 31, 2016.

Sometimes machine learning is the perfect tool for a task. Sometimes it is unnecessary overkill. Here are important lessons learned from the Quora engineering team.

**Pages:** 1 2

Tags: Complexity, Machine Learning, Quora, Xavier Amatriain

**How to Balance the Five Analytic Dimensions** - Sep 3, 2015.

When developing a solution one has to consider data complexity, speed, analytic complexity, accuracy & precision, and data size. It is not possible to best in all categories, but it is necessary to understand the trade-offs.

Tags: Accuracy, Complexity, Precision

**Map of the Complexity Sciences – from von Neumann & Kolmogorov to Hofstadter and Piatetsky-Shapiro (?)** - Apr 21, 2015.

A map of the Complexity Sciences traces its intellectual heritage from Isaac Newton and Henri Poincare to John von Neumann, Andrei Kolmogorov, and Duncan Watts, and includes an unexpectedly familiar name.

Tags: About Gregory Piatetsky, Brian Castellani, Complexity