For more than a century, capitalism has been the dominant planetary system for supplying people with, quite literally, their daily bread. It transformed our cultures and knit us together in a global network of buying and selling. But how do we understand…

Learn the basics of Reinforcement Learning and Deep Q Networks from scratch — exercise included!

Earnest C. Watson Lecture by Professor Omer Tamuz, "The Long Run Behavior of Random Walks." Random walks have been studied for more than a hundred years as i...

Experiments with a granular system have confirmed a temperature-like variable that could lead to an equation of state for this class of materials.

People have known about magnets since ancient times, but the physics of ferromagnetism remains a mystery. Now a familiar puzzle is getting physicists closer to the answer.

Bayesian Analysis the good parts One of the questions I’m often asked is what’s so powerful about Bayesian analysis? I speak regularly to analysts, who’ve heard of some of the pow…

Whether is it mandatory or not to know mathematics before the dreamers step their foot in the world of data science and machine learning

. تو این سری ویدیوها میخوایم تلاش کنیم تا مفاهیم پیچیدگی و سیستم‌های پیچیده رو یاد بگیریم. پس اگر شما هم ایده و نظری دارین برامون بگین. . شبکه‌های پیچیده، تابع توزیع درجاتشون به شکل توانیه(Power Law) که بهشون مقیاس-ناوردا(Scale Free) میگیم. مثال از چنین توزیعی…

Percolation is a tool used to investigate a network’s response as random links are removed. Here the author presents a generic analytic theory to describe how percolation properties are affected in coloured networks, where the colour can represent a network…