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Why do we remove repetition to compress data, then add repetition back to protect it? Claude Shannon's 1948 paper, ...

In this video I provide an introduction to Shannon Entropy, one of the most important ideas in the field of information theory.

SPONSORS: - Buy your time back. Get 20% off Plaud for Fall Prime Day. For long conversations where every idea matters, Plaud ...

Jev is a brand new Typesafe model that's a fast classifier with tons of perks and safety, but it doesn't replace reasoning models ...

Huffman coding: give common symbols short binary codes and rare symbols long ones, with no code ever the start of another, and ...

Welcome back to Lecture 6 of the Information Theory & Coding (5CS3-01) series! Now that we have optimized our data using ...

The two-hour tutorial is designed for people who are new to Active Inference, particularly students and early-career researchers, ...

Welcome to Lecture 5 of the Information Theory & Coding (5CS3-01) series! Now that we know how to measure information and ...

In this video, I walk through the engineering, math and thinking behind building a (simplified yet complex) search engine that can ...

Welcome to Lecture 7 of the Information Theory & Coding (5CS3-01) series! Building directly on our previous discussion about ...

Recently, I ran into something quite amazing while I was working on animations for my next physics video (What is an electron ...

Welcome back to Lecture 4 of the Information Theory & Coding (5CS3-01) series! After mastering discrete data, we today ...

Unlock the hidden mechanics of ancient texts by translating parables into precise modern code using the three-part AE-C ...

Go from an empty hosting account to a live website on your own domain, one click at a time. A complete WordPress tutorial for ...

Overview of Unit 1: Introduction to Computational Systems In this lecture, we will look at a complete overview of Unit 1, covering ...

Book: Fundamentals of Active Inference Principles, Algorithms, and Applications of the Free Energy Principle for Engineers, ...

Core Concepts: Understanding the mechanics of database queries and how untrusted user input can manipulate application logic ...

Now we reach one of the most important concepts for Agentic AI. An AI agent does not just receive information, it needs to make ...

Learn LangGraph and build your first AI agent from scratch in this beginner-friendly LangGraph tutorial. We'll cover LangGraph, ...

LLNL's High Performance Computing Innovation Center hosted free HPC software tutorials during the summer of 2026. This video ...