Shounak Mondal Mar 31 1 min Changing the way we search forever What if we had a search where the AI system could understand human language and give results based on its understanding of the semantics?
Shounak Mondal Dec 29, 2020 5 min Classifying English Language Learners What if we could classify where people came from based on the text they write ?
Shounak Mondal Nov 27, 2020 8 min Sentiment Analysis In this article, I will perform sentiment analysis of movie reviews from the IMDB Database on Kaggle. Step 1: Load the data Step 2 :...
Shounak Mondal Nov 27, 2020 2 min Text Summarisation and Topic Modelling Text Summarisation - Extraction based ( More advanced Abstraction based coming up later) Gensim uses a network with sentences as nodes...
Shounak Mondal Nov 27, 2020 1 min Detect SPAM Text Messages Chances are that you have received a SPAM text message. It's irritating at the very least, and very dangerous at its worst. Below is a...
Shounak Mondal Nov 27, 2020 1 min Text Corpus Readability We often are unsure whether a piece of text is suitable for reading in terms of complexity for different age groups. This is a useful...
Shounak Mondal Nov 27, 2020 2 min Understanding and Comparing Text Corpus Evaluating and comparing corpus is fundamental exploratory data analysis. Below I explore 3 genre or topics within the Brown corpus on...
Shounak Mondal Nov 13, 2020 1 min Detecting Fake news with Recurrent Neural Networks Today's world unfortunately, is full of misinformation and online trickery spreading fake news to influence perceptions and beliefs. We...
Shounak Mondal Nov 13, 2020 1 min Data Visualisation with Python and R I will cover data visualisation in detail with Altair and ggplot
Shounak Mondal Dec 29, 2019 3 min The power of speech and Natural Language Processing Now that we have sight, it becomes more powerful with ability to understand and respond to human language. Responding requires the...