Natural Language Processing for Beginners

Workshop @ Datahack Summit 2017

1. Linguistic Tagging

• Understand Linguistic Tagging
• Types of Linguistic Taggings
• Practical applications of Linguistic Tagging

2. Regular Expressions

• Into to Regex
• Play around with Regex

3. Word Vectors

• In detail understand what are Word Vectors
• Why are they imfortant
• What are the different types
• How to train your own Word Vectors
• Linear Algebra on Word Vectors
• Visualize and Understand what Word Vectors signify

4. Simple Learners for Solving NLP

• Understanding Naive Bayes
• Using different Naive Bayes for Sentiment Analysis

5. Intro to Deep Learning

• In depth-working
• Visualize the effects of HyperParameters