Data Modalities and Representation Models
Comprehensive guide on Data Modalities and Representation Models covering Structured and unstructured data, Tabular data, Text, images, audio, video with code and visual sketchnotes.
Physical Storage Encodings and Memory Layouts
Comprehensive guide on Physical Storage Encodings and Memory Layouts covering JSON data, Text and binary formats, Row-major and column-major storage with code and visual sketchnotes.
Data Integrity, Schemas, and Exploration with Pandas
Comprehensive guide on Data Integrity, Schemas, and Exploration with Pandas covering Missing values, Data types and schemas, Data quality with code and visual sketchnotes.