IT Academy - Data Science with Python

S16 T01: Advanced machine Learning

Description

Familiarize ourselves with Pipelines, grid search and text mining.

Level 1

• Exercise 1:

  • Take the data set you want and do a pipeline and a gridsearch using the Random Forest algorithm.

• Exercise 2:

  • Take a text in English that you want, and calculate the frequency of the words

Level 2

• Exercise 1:
  • Remove stopwords and stemming your dataset.

Level 3

• Exercise 1:
  • Perform sentiment analysis on your dataset.

Targets

• Use pipelines and grid search
• Perform text mining