Streaming Algorithms in Javascript and Node.js
Offered By: JSConf via YouTube
Course Description
Overview
Explore streaming algorithms in JavaScript and Node.js through this conference talk from JSConf EU 2013. Dive into the complexities of computing averages, maximums, and medians for data streams, going beyond simple finite state calculations. Discover advanced techniques developed by scientists, including the secretary algorithm, lossy counting, and the greedy algorithm. Learn how these methods can be applied when traditional approaches like sliding windows prove too resource-intensive. Gain insights into the history of the Web, JavaScript fundamentals, and statistical concepts such as averages, standard deviations, medians, and percentiles. Access accompanying slides for a comprehensive understanding of streaming data processing in JavaScript environments.
Syllabus
Introduction
History of the Web
JavaScript
Average
Standard Deviation
Median and percentiles
Taught by
JSConf
Related Courses
Deno - Next Generation JavaScript RuntimeJSConf via YouTube How I Got 1600 Stars on GitHub in 2 Months of Open Source Work
JSConf via YouTube Is it Okay to Pursue Functional Programming on Frontend - JSConf Korea
JSConf via YouTube If - Extensible Design - Return "Work Life Balance"
JSConf via YouTube React x Web Components - How It Is and How It Could Be
JSConf via YouTube