Professional Certificate in Language AI Understanding
-- ViewingNowThe Professional Certificate in Language AI Understanding is a vital course for those interested in the cutting-edge field of language AI. This certificate program offers an in-depth exploration of the latest AI technologies and how they're applied to natural language processing.
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⢠Introduction to Language AI: Overview of Natural Language Processing (NLP), Machine Learning, and Deep Learning techniques used in Language AI.
⢠Text Preprocessing: Data cleaning, tokenization, stemming, lemmatization, and stop word removal.
⢠Word Embeddings: Understanding word embeddings, their benefits, and different types of word embedding techniques.
⢠Sentiment Analysis: Techniques for sentiment analysis, and applications of sentiment analysis.
⢠Named Entity Recognition: Overview of Named Entity Recognition, its applications, and implementation.
⢠Topic Modeling: Understanding topic modeling, Latent Dirichlet Allocation (LDA), and Non-negative Matrix Factorization (NMF).
⢠Question Answering Systems: Overview of Question Answering Systems, and the different types of Question Answering tasks.
⢠Chatbots and Virtual Assistants: Building conversational interfaces using chatbots and virtual assistants.
⢠Machine Translation: Understanding the different machine translation techniques, and implementing machine translation systems.
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