Natural Language Processing: NLP With Transformers in Python For Free

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Ruchika oberoi

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Mar 27, 2022
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[Download] Natural Language Processing: NLP With Transformers in Python For Free

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What you’ll learn

  • Industry standard NLP using transformer models
  • Build full-stack question-answering transformer models
  • Perform sentiment analysis with transformers models in PyTorch and TensorFlow
  • Advanced search technologies like Elasticsearch and Facebook AI Similarity Search (FAISS)
  • Create fine-tuned transformers models for specialized use-cases
  • Measure performance of language models using advanced metrics like ROUGE
  • Vector building techniques like BM25 or dense passage retrievers (DPR)
  • An overview of recent developments in NLP
  • Understand attention and other key components of transformers
  • Learn about key transformers models such as BERT
  • Preprocess text data for NLP
  • Named entity recognition (NER) using spaCy and transformers
  • Fine-tune language classification models

Requirements

  • Knowledge of Python
  • Experience in data science a plus
  • Experience in NLP a plus

Who this course is for:

  • Aspiring data scientists and ML engineers interested in NLP
  • Practitioners looking to upgrade their skills
  • Developers looking to implement NLP solutions
  • Data scientist
  • Machine Learning Engineer
  • Python Developers


RAR password: [email protected]