Lectures related to Polar Codes: Wrapping and Decoding

Data Compression and Shannon's Theorem: Shannon-Fano Coding

Explores Shannon-Fano coding for efficient data compression and its comparison to Huffman coding.

Data Compression and Shannon-Fano Algorithm

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

Data Compression: Source Coding

Covers data compression techniques, including source coding and unique decodability concepts.

Data Compression and Entropy: Compression

Explores lossless data compression techniques, emphasizing efficient message representation and encoding strategies.

MP3 Compression

Explores MP3 encoding, emphasizing reducing bits through lossy compression and utilizing psycho-acoustic models for efficient filtering and quantization.

Compression with Loss: Data and Signals

Explores compression with loss, covering limitations of lossless compression and techniques for compressing images and sound effectively.

Mohr Circle: Stress Analysis

Explains stress analysis using Mohr circles and strain energy concepts.

PCA: Directions of Largest Variance

Covers PCA, finding directions of largest variance, data dimensionality reduction, and limitations of PCA.