Natural Language Processing Practice

Unit 4 : DS Applications | NLP

Practices

Intro to NLP lab

• Description : Practice processing text data using Sklearn and NLTK

• Difficulty : Moderate

• Length : Moderate

• Solution

NLP Review Lab

• Description : Review the basics of NLP and practice common methods for cleaning and analysis text data.

• Difficulty : Moderate

• Length : Long

• Solution

Sentiment Analysis Lab

• Description : Utilize NLP to create a model that classifies tweets according to sentimental value.

• Difficulty : Moderate

• Length : Short

• Solution

Topic Modeling LDA (codealong)

• Description : Walkthrough of using an unsupervised Natural Language analysis method; Latent Dirichlet Allocation.

• Difficulty : Advanced

• Length : Moderate

• Solution

• Note : Intended to be an instructor led walkthrough