Machine learning in NLP

This document contains the practical use cases in my daily NLP projects.

• Introduction
  • Recommender system in general
  • Collaborative filter
  • Content-based filter
  • Mix approach
• Location Autocomplete
  • Searching algorithm
  • Ranking algorithm
• Job Title Recommender
  • Job title autocomplete
  • Recommend title by similarity
• Skill Recommender
  • Recommend skills from job title
  • Recommend skills from current skillset
• Job Recommender
  • Recommend based on similarity
  • Recommend based on job title
• Training Course Recommender
  • Recommend courses from skills
  • Recommend career path