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Natural Language Processing

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4.8
5000+ students enrolled
  • English
  • Certified Course
Natural Language Processing

Natural Language Processing (NLP) is a fascinating field at the intersection of linguistics, computer science, and artificial intelligence, enabling machines to understand, interpret, and generate human language. By learning NLP, you'll gain the skills to develop applications like chatbots, sentiment analysis, language translation, and text summarization. With the growing importance of text data in industries such as healthcare, finance, marketing, and social media, expertise in NLP opens up exciting career opportunities. Dive into NLP today and be part of the future where humans and machines communicate seamlessly

Course Content

  • Tokenization

    Lowercasing

    Stop word removal

    Stemming

    Lemmatization

    Text normalization

    Removing punctuation

    Removing special characters

    Handling contractions

    Removing numbers

    Spell checking and correction

    Handling negations

    N-gram generation

    Part-of-speech tagging

    Named entity recognition (NER)

    NLTK

    Spacy

  • Recurrent Neural Networks (RNNs)

    Hidden state

    Sequence modeling

    Backpropagation through time (BPTT)

    Vanishing gradient problem

    Exploding gradient problem

    Long Short-Term Memory (LSTM)

    Gated Recurrent Unit (GRU)

Instructor

Kamal
Data Science and Generative AI Trainer

Computer Vision Engineer at E&Y Experience in Neural Networks Currently working on Computer Vision Use Cases Artificial Intelligence Trainer and Mentor

Natural Language Processing
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  • Lectures50+
  • Skill LevelBasic-Advanced
  • LanguageEnglish
  • QuizzesYes
  • CertificateYes
  • Pass Percentage95%
  • Resume BuildingYes
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