Certificate in Natural Language Processing with 967

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The Certificate in Natural Language Processing (NLP) with 967 course is a comprehensive program that emphasizes the significance and industry demand for NLP. With the rapid growth of data, NLP has become increasingly essential for businesses to effectively analyze and utilize text data for decision-making.

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This course provides learners with essential skills in NLP, including text processing, language understanding, and language generation. It covers various NLP techniques, algorithms, and models, and their applications in real-world scenarios. Learners will also gain hands-on experience with popular NLP tools and frameworks, such as NLTK, spaCy, and Gensim. Upon completion of the course, learners will be able to implement NLP solutions for a variety of industries, including healthcare, finance, and marketing. This certification will equip learners with the skills and knowledge necessary to advance their careers in NLP and data science, and meet the growing industry demand for NLP expertise.

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κ³Όμ • 세뢀사항

  • Introduction to Natural Language Processing (NLP) · Definition, Importance, and Applications
  • Text Preprocessing · Tokenization, Stop Words Removal, Stemming, Lemmatization
  • Part-of-Speech (POS) Tagging · Rules, Algorithms, and Tools
  • Named Entity Recognition (NER) · Techniques, Challenges, and Practical Applications
  • Sentiment Analysis · Methods, Metrics, and Real-Life Examples
  • Dependency Parsing · Graph Theory, Algorithms, and Implementation
  • Topic Modeling · Latent Dirichlet Allocation (LDA), Non-Negative Matrix Factorization (NMF), and Case Studies
  • Machine Translation · Statistical Machine Translation (SMT), Neural Machine Translation (NMT), and Evaluation
  • Chatbots and Virtual Assistants · Design, Development, and Optimization

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CERTIFICATE IN NATURAL LANGUAGE PROCESSING WITH 967
μ—κ²Œ μˆ˜μ—¬λ¨
ν•™μŠ΅μž 이름
μ—μ„œ ν”„λ‘œκ·Έλž¨μ„ μ™„λ£Œν•œ μ‚¬λžŒ
London School of Planning and Management (LSPM)
μˆ˜μ—¬μΌ
05 May 2025
블둝체인 ID: s-1-a-2-m-3-p-4-l-5-e
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