Rolling Mill: Production of Profiled Bars and Sheets

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Data Compression and Shannon-Fano Algorithm

Explores the Shannon-Fano algorithm for data compression and its efficiency in creating unique binary codes for letters.

Simple Traction or Compression

Covers general notions and hypotheses of simple traction or compression, stress analysis, and strain energy in materials.

Compression: Prediction

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

Entropy and Compression I

Explores entropy theory, compression without loss, and the efficiency of the Shannon-Fano algorithm in data compression.

Model Compression: Techniques for Efficient NLP Models

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

Deformation in Materials

Corrects a mistake made in a previous class regarding materials deformation.

Deformation and Elasticity

Covers deformation, elasticity, types of deformations, and Young's modulus in solid bodies.

Data Compression: Entropy Definition

Explores data compression through entropy definition, types, and practical examples, illustrating its role in efficient information storage and transmission.

JPEG XS & JPEG XL: Next-Gen Image Compression

Explores the cutting-edge JPEG XS and JPEG XL image compression standards, emphasizing their efficiency and versatility in various applications.

Elasticity and Deformation

Covers stress, strain, modulus of elasticity, and material behavior under different loads.