The document discusses using NOSQL techniques like MapReduce to perform sentiment analysis on blog data by:
1) Accessing blog documents in parallel using MapReduce;
2) Parsing the documents into word lists using natural language processing techniques in MapReduce;
3) Creating histograms of word frequencies to construct feature vectors representing each document.