Posts

  • Apr 24, 2018

    Running Hadoop In Docker On Mac

    In this blog, I will be demonstating how to setup single node Hadoop cluster using Docker on Mac os X. Before actually installing any of these components, let us first understand what these components are and what are they used for.

  • Mar 20, 2018

    Logistic Regression

    Logistic regression is a simple classification algorithm. For example, it can be used to classify tweets with positive sentiments from the those with negative sentiments.

  • Mar 8, 2018

    Hidden Markov Model For Parts Of Speech Tagging

    Part-of-Speech tagging is a common sequence-taggin problem in Natual Language Processing. It is the process of assigning a single word POS tag to each token/word in the input sentence. For example, for the input : From the AP comes this story the output of the tagger is From/IN the/DT AP/NNP comes/VBZ this/DT story/NN, in which the each POS tag escribes what its corresponding word is about. In this particular example,DT tag tells that the is a determiner.