This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projec... (more…)

The metap package, and what meta-programming is and isn't. (more…)

A common situation in asyncio Python programs is asynchronous initialization. Some resource must be initialized exactly once before it can be used, but the initialization itself is asynchronous — such as an asyncpg database. Let’s talk about a couple of s... (more…)

Suppose you have data, and want to report a certain metric. For instance, you’d like to estimate the value of some KPI given a set of measures, or you’re a physicist trying to estimate a constant from the readings of a sensor. (more…)

prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. (more…)