Certificate in Language Learning Algorithms
-- ViewingNowThe Certificate in Language Learning Algorithms is a comprehensive course that equips learners with essential skills in developing language processing applications. This program covers Natural Language Processing (NLP), Text-to-Speech (TTS), and Speech Recognition algorithms, vital in today's AI-driven language processing industry.
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โข Introduction to Language Learning Algorithms
โข Natural Language Processing (NLP) and its Importance
โข Types of Language Learning Algorithms: Rule-Based and Example-Based
โข Sequence-to-Sequence Models and Neural Machine Translation
โข Word Embeddings and Language Modeling
โข Deep Learning for Language Understanding: Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM)
โข Transformer Models and Self-Attention Mechanisms
โข Evaluation Metrics for Language Learning Algorithms
โข Real-World Applications of Language Learning Algorithms
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