Markov and Hidden Markov Model Tutorial

Tutorial

Large Open Data Sets

Link 1 which is a list of large open data sets.
Link 2 - Common Crawl Corpus Amazon
Link 3 - Memtracker
Link 4 - Apache Access Logs
Link 5 - Clueweb09 Wiki
Link 6 - Click dataset
Link 7 - REDD
Link 8 - NASA
Link 9 - Dartmouth Atlas of Health Care
Link 10 - Data.gov Catalog
Link 11 - Data.gov Catalog - Complete
Link 12 - Awesome Public Datasets

Papers that discuss Wild Big Data

Data in the Wild

EM Tutorial

EM Tutorial

Using PageRank to Locally Partition A Graph

Using PageRank to Locally Partition A Graph

An Introduction to Conditional Random Fields

CRF Examples...

t-SNE

t-Distributed Stochastic Neighbor Embedding (t-SNE)

A Brief Introduction to Graphical Models and Bayesian Networks

http://www.cs.ubc.ca/~murphyk/Bayes/bnintro.html

AI is awesome

http://dataconomy.com/eve-stumbles-upon-a-possible-cure-for-malaria-eve-is-a-robot-scientist/