Executive Development Programme in Language AI and Security
-- ViewingNowThe Executive Development Programme in Language AI and Security is a certificate course designed to meet the growing industry demand for professionals with expertise in language AI and security. This programme emphasizes the importance of AI in language processing, cybersecurity, and data protection, providing learners with essential skills for career advancement in these fields.
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⢠Introduction to Language AI: Understanding the basics of Natural Language Processing (NLP), Machine Learning (ML), and Deep Learning (DL) in the context of language AI.
⢠Data Preprocessing: Techniques for text cleaning, normalization, and feature extraction to prepare data for language AI models.
⢠Sentiment Analysis: Analyzing and interpreting subjective information from text, such as opinions, appraisals, and emotions.
⢠Named Entity Recognition: Identifying and categorizing key information from text, such as names of people, organizations, locations, expressions of times, quantities, and monetary values.
⢠Topic Modeling: Discovering hidden thematic structures in a text body, which can then be used for text summarization, document classification, and user behavior analysis.
⢠Text Generation: Creating human-like text using AI models for applications such as chatbots, virtual assistants, and automated content creation.
⢠AI Ethics and Bias: Understanding the ethical considerations and potential biases in language AI models and how to address them.
⢠AI Security: Exploring the security risks associated with language AI models, such as adversarial attacks, data privacy, and model theft, and strategies to mitigate them.
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