Tech Posts

2019

2017

  • Sentiment Analysis for User Reviews

    We create a system to assign sentiment scores to reviews (0.0 to 1.0 where a zero score is a full negative sentiment)

  • Deep Learning based Email Spam Filter

    We create Deep Learning based Email Spam Filter on Enron and Spam assassin dataset and compare results with Xgboost, SVM and Random forest

  • Semantic Role Labeling

    Semantic Role Labeling consists of the detection of the semantic arguments associated with the predicate or verb of a sentence and their classification into their specific roles.

  • Statistical Inference

    Statistics are the foundations of Data Analysis. Statistical Inference is a process of deducing properties of an underlying distribution by analysis of data.

  • Research Summary Log

    A summary log of read research papers in the field of AI

2016

  • Meanings are Vectors

    A recent big idea in natural language processing is that "meanings are vectors" . Word embeddings are one of the most exciting area of research in deep learning.

  • NumPy Exercises

    NumPy is the fundamental package for scientific computing with Python.

  • Text Analyzer - Google Chrome Extension

    Text Analyzer Extension can provide grammatical and semantic information for the selected text in English directly in Google chrome browser

  • Simplified Switchboard Corpus

    We will create a simplified version of Switchboard Speech act corpus and perform exploratory

2015

2014

2013