Professional Certificate in NLP for Building Data-Driven Humanitarian Strategies
-- ViewingNowThe Professional Certificate in NLP for Building Data-Driven Humanitarian Strategies is a career-advancing course that equips learners with essential Natural Language Processing (NLP) skills. NLP is a cutting-edge technology that enables computers to understand, interpret, and generate human language, opening up vast opportunities in the humanitarian sector.
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โข Introduction to NLP: Understanding Natural Language Processing, its applications, and potential for humanitarian work
โข Data Preprocessing: Cleaning, processing, and formatting text data for NLP analysis
โข Sentiment Analysis: Identifying and interpreting sentiment in text data
โข Topic Modeling: Grouping and categorizing text data based on common themes and topics
โข Named Entity Recognition: Extracting and identifying named entities, such as people, places, and organizations
โข Text Classification: Categorizing text data into predefined classes or labels
โข Data Visualization: Presenting NLP findings in clear and actionable visual formats
โข Ethics in NLP: Understanding and mitigating bias and ethical concerns in NLP applications
โข Building NLP Strategies: Designing and implementing NLP solutions to address humanitarian challenges
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