YoVDO

Explore Deep Learning for Natural Language Processing

Offered By: Salesforce via Trailhead

Tags

Deep Learning Courses Natural Language Processing (NLP) Courses Sentiment Analysis Courses Word2Vec Courses

Course Description

Overview

Learn how to apply deep learning techniques to the problem of natural language processing.
  • Get an introduction to natural language processing and the basics of deep learning.
  • Learn how to convey word meaning computationally and understand the basics of Word2vec.
  • Dive deeper into word vectors using GloVe.

Syllabus

  • Deep Learning and Natural Language Processing
    • Get Started with Natural Language Processing
    • Understand Deep Learning
    • Apply Deep Learning to Natural Language Processing
  • Word Meaning and Word2vec
    • Represent Word Meaning
    • Get Started with Word2Vec
    • Build a Model with Word2Vec
  • GloVe and Word Vectors for Sentiment Analysis
    • Capture Co-Occurrence Counts
    • Use GloVe for Natural Language Processing
    • Get Real with NLP

Tags

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