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Comprehensive introduction to NLP fundamentals, applications, and techniques. Covers text preprocessing, vectorization, and building a language detection model using machine learning.
OpenAI Whisper - Robust Speech Recognition via Large-Scale Weak Supervision
Explore OpenAI's Whisper: a robust speech recognition system using large-scale weak supervision. Dive into the paper, code, and architecture, covering dataset collection, evaluation metrics, and practical implementation.
PHP at the Firehose Scale
Explore Twitter's firehose data processing at scale, focusing on PHP's crucial role in handling 6,000 tweets per second and delivering them to partners within one second.
East Meets West When Translating Django Apps
Aprenda a traduzir aplicativos Django para vários idiomas, incluindo detecção de idioma, roteamento de URL, arquivos de tradução e marcação de strings. Inclui dicas para traduzir o site de administração do Django.