Data Science Mentoring

TODO:

• Creating repo 'initial commit'
• Add datasets
• Writing mentoring plan
• List of models to study

Table of Content

• Data Science Mentoring
  • Table of Content
  • Mentoring Plan
    • Model List
    • Approach

Mentoring Plan

Model List

• Classification Models
  • Logistic Regression
  • Desicion Tree
  • Multinomian NB
  • SVM
  • SGDClassifier

Approach

The data is random content from Wikipedia in ~10 different languages. The idea is to build a classifiers that can identify the language of a sentence. Utilizing different kind of models and techniques, we are going to compare performance and try to identify most useful preposecing and hyper parameters.