Professional Certificate in AI: Language Revolutionize
-- ViewingNowThe Professional Certificate in AI: Language Revolution is a comprehensive course that empowers learners with essential skills to thrive in the AI industry. This program focuses on the rapidly evolving field of Natural Language Processing (NLP) and its real-world applications.
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โข Introduction to AI & Language Processing: Natural Language Processing (NLP), Machine Learning (ML), Deep Learning (DL)
โข Fundamentals of NLP: Tokenization, Part-of-Speech Tagging, Named Entity Recognition
โข Text Preprocessing: Data Cleaning, Lemmatization, Stop Words Removal
โข Word Embeddings: Word2Vec, GloVe, FastText
โข Sequence-to-Sequence Models: Encoder-Decoder Architecture, Attention Mechanisms
โข Transformer Architecture: BERT, RoBERTa, DistilBERT
โข Deep Learning for NLP: Recurrent Neural Networks, Long Short-Term Memory, Gated Recurrent Units
โข Question Answering Systems: SQuAD, QuAC, CoQA
โข Ethics and Bias in AI: Responsible AI, Bias Mitigation Techniques
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