Friday, January 9, 2015

Material to begin with Social Network Research

Here, I like to share with you some in my perspective very essential material to prepare for Social Network research projects.

Online Courses

Natural Language Processing: https://class.coursera.org/nlp/lecture


  • Week 1 Basic Text Processing
  • Week 1 Edit Distance
  • Week 3 Text Classification
  • Week 3 Sentiment Analysis
  • Week 4 Named Entity Recognition
  • Week 5 POS Tagging
  • Week 7 Information Retrieval
  • Week 8 Semantics

  • Week 1 Intro
  • Week 1 Linear Regression
  • Week 4 Neural Networks (optional)
  • Week 5 Neural Networks (optional)
  • Week 6 Advice
  • Week 6 System Design
  • Week 7 SVMs
  • Week 8 Clustering
  • Week 8 Dim Reduc 
  • Week 9 Recommender Systems
  • Week 10 Large Scale

Topics and Concepts

Types

APIs

Papers