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Binary-to-text encoding
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Text Encoding: Unicode and XML
Explores text encoding evolution, Unicode, XML, OCR, HTR, and handling spelling variations in historical texts.
Binary Numbers and Bit Fields
Introduces binary numbers, modular arithmetic, signed numbers, and character encoding in C.
File Handling: Text and Bytes
Covers file handling, string operations, and character encodings in Python.
Diffusion: Data Denoising and Generative Modeling
Explores Data Denoising Diffusion Models, training objectives, sampling techniques, and challenges in applying diffusion to text.
Text Encoding: Unicode and XML
Explores the evolution of text encoding through Unicode standards and XML, highlighting the challenges and advancements in multilingual word processing and text recognition technologies.
Text Data Processing: Basics & Techniques
Introduces the basics of text data processing, covering document retrieval, classification, sentiment analysis, and topic detection.
Files: Basics and Handling
Explores file basics, error handling, and Endianness in data storage and access.
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