Trailhead
Free Online Course
English
7-8 hours worth of material
selfpaced
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
