EncartaLabs

Deep Learning NLP with spaCy

( Duration: 5 Days )

spaCy is a free, open-source library for advanced Natural Language Processing (NLP) in Python. spaCy is the best way to prepare text for deep learning. It interoperates seamlessly with TensorFlow, PyTorch, scikit-learn, Gensim and the rest of Python's awesome AI ecosystem. With spaCy, you can easily construct linguistically sophisticated statistical models for a variety of NLP problems.s paCy is designed to build real products, or gather real insights. In Deep Learning NLP with spaCy training course, delegates will learn how to use spaCy to build advanced natural language understanding systems, using both rule-based and machine learning approaches.

By attending Deep Learning NLP with spaCy workshop, delegates will learn:

  • Non-destructive tokenization
  • Named entity recognition
  • Pre-trained word vectors
  • Deep learning integration
  • Part-of-speech tagging

  • Basic Python knowledge
  • Developers
  • Programmers
  • Data Scientists
  • Data Analysts

COURSE AGENDA

1

Get Started with spaCy

  • What is NLP
  • Applications of NLP
  • What is spaCy
  • Install spaCy and Download Models
2

Linguistic Features

  • spaCy nlp Process
  • Tokenization
  • Stop Words
  • Stemming
  • Lemmatizing
  • Part of Speech Tagging
  • Dependency Parsing
  • Visualizing Dependency and POS
  • Named Entities Recognition
3

Processing Pipelines

  • What is Processing Pipeline
  • Default Pipeline Components
  • Disable Pipeline Component
  • Rename Pipeline Component
  • Add Custom Pipeline Component
4

Vectors and Similarity

  • What is Word Vectorization
  • Count Vectorization
  • Word2Vec
  • Word2Vec using Gensim
  • spaCy Pre-trained Vectors
  • Word Similarity
5

Machine Learning with spaCy

  • Machine Learning Frameworks
  • Machine Learning Workflow
  • Text Classification with SciKit Learn and spaCy

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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