Global Certificate in Machine Translation Systems
-- ViewingNowThe Global Certificate in Machine Translation Systems is a comprehensive course designed to equip learners with essential skills in machine translation. This course comes at a time when the demand for machine translation systems is on the rise, with industries increasingly relying on automated translation solutions for efficient cross-border communication.
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โข Introduction to Machine Translation Systems
โข Machine Translation Models: Statistical, Rule-Based, and Neural Machine Translation
โข Neural Machine Translation Architectures: Sequence-to-Sequence Models, Attention Mechanisms
โข Machine Translation Evaluation Metrics: BLEU, NIST, TER, METEOR
โข Machine Translation Data Preprocessing: Tokenization, Sentence Alignment, Text Normalization
โข Machine Translation Data Postprocessing: Punctuation Restoration, Capitalization, Truecaser
โข Machine Translation System Training and Decoding: Batch Training, Beam Search, Hybrid Approaches
โข Machine Translation System Evaluation and Selection: Intrinsic and Extrinsic Evaluation, Model Selection
โข Machine Translation Applications and Use Cases: E-commerce, Localization, Cross-lingual Information Retrieval
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