Global Certificate in Language Processing Algorithms: Essentials

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The Global Certificate in Language Processing Algorithms: Essentials is a comprehensive course that equips learners with the fundamental skills required to design and implement language processing algorithms. This course emphasizes the importance of natural language processing (NLP) in various industries, such as healthcare, finance, and technology.

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With the increasing demand for automation and digital transformation, NLP has become a critical tool for organizations to extract valuable insights from unstructured data. This course covers essential topics like text preprocessing, part-of-speech tagging, named entity recognition, sentiment analysis, and machine translation. By completing this course, learners will gain hands-on experience in developing NLP algorithms using popular programming languages like Python and tools like NLTK, SpaCy, and Gensim. This knowledge will enable learners to pursue careers in data science, machine learning engineering, and NLP research and development, providing a competitive edge in the rapidly evolving tech industry.

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โ€ข Unit 1: Introduction to Language Processing Algorithms
โ€ข Unit 2: Natural Language Processing (NLP) Fundamentals
โ€ข Unit 3: Text Preprocessing Techniques
โ€ข Unit 4: Part-of-Speech (POS) Tagging and Named Entity Recognition (NER)
โ€ข Unit 5: Dependency Parsing and Constituency Parsing
โ€ข Unit 6: Sentiment Analysis and Opinion Mining
โ€ข Unit 7: Machine Translation and Translation Models
โ€ข Unit 8: Speech Recognition and Synthesis
โ€ข Unit 9: Question Answering and Text Summarization
โ€ข Unit 10: Ethical Considerations and Applications in Language Processing Algorithms

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GLOBAL CERTIFICATE IN LANGUAGE PROCESSING ALGORITHMS: ESSENTIALS
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London College of Foreign Trade (LCFT)
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05 May 2025
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