Composite Processing: Consolidation and Compression

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Data Compression and Entropy 2: Entropy as 'Question Game'

Explores entropy as a 'question game' to guess letters efficiently and its relation to data compression.

Mohr Circle: Stress Analysis

Explains stress analysis using Mohr circles and strain energy concepts.

JPEG 2000: Image Compression

Explores image compression principles, focusing on JPEG 2000, covering transform-based coding, quantization, entropy coding, region of interest, error resilience, and software implementations.

Composite Materials: Toughness and Fracture Mechanisms

Delves into the toughness and fracture mechanisms of composite materials, emphasizing fiber orientation and porosity effects.

Data Compression and Shannon's Theorem: Lossy Compression

Explores data compression, including lossless methods and the necessity of lossy compression for real numbers and signals.

Compression: Prediction

Covers the concepts of compression and prediction using prefix-free codes and distributions.

Data Compression and Entropy: Basics and Introduction

Introduces data compression, entropy, and the importance of reducing redundancy in data.

Model Compression: Techniques for Efficient NLP Models

Explores model compression techniques in NLP, discussing pruning, quantization, weight factorization, knowledge distillation, and attention mechanisms.

Entropy and the Second Law of Thermodynamics

Covers entropy, its definition, and its implications in thermodynamics.

Technological Evolution: CPUs & Storage

Explores the evolution of CPUs and storage technologies, RAM bit-flipping, Big Data applications, and technical challenges.