Tech Posts

2019

05 Jun - How to Lie with Statistics
- There is something about numbers isn’t there? They have an uncanny ability to suspend our common sense.
08 Feb - Your Guide to Sentiment Analysis
- Sentiment Analysis is used to discover people’s opinions, emotions and feelings about a product or service.

14 Oct - 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)
27 Sep - 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
15 Jul - 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.
06 Jun - 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.
10 Mar - Research Summary Log
- A summary log of read research papers in the field of AI

22 Jul - 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.
08 Jun - NumPy Exercises
- NumPy is the fundamental package for scientific computing with Python.
18 Apr - 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
11 Apr - Simplified Switchboard Corpus
- We will create a simplified version of Switchboard Speech act corpus and perform exploratory

08 Jan - Syntactic parsing using Stanford parser
- Syntactic parsing using Stanford parser
05 Jan - Syntax in Linguistics
- Syntax is the part of linguistics that studies sentence structure. We had discussed about components of linguistics in here. Here we will discuss broadly about syntax in linguistics.

29 Dec - Sentence Types in English
- English Sentences are broadly categorized into 5 types. Each type has a particular semantic and syntactic structure which helps for analysis of sentences at syntactic level.
28 Dec - Introduction to Linguistics
- The scientific study of a language is called Linguistics. Language is the ability to comprehend both spoken and written words, and to produce meaningful words when a person speaks or writes.
24 Apr - How to create GATE plugins
- How to create GATE plugins