Pinned Repositories
Ads-Prediction-using-Twitter
Designed a recommendation model that classifies users based on interests thus helping organizations to provide ads, news articles and special offers increasing probability of sales. Used NLP to derive insights from the tweets of the user by performing sentiment analysis on tweets, removed stop words, applied POS tagging and N-gram techniques to categorize users based on their interests
Analytical-Data-Mining
Principal component analysis, K-means clustering
Artificial-Neural-Networks
Performance Analysis
Image-Captioning-using-Neural-Networks
A model reused from Jason Brownlee's page on "How to develop a deep learning photo caption generator from Scratch" using VGG 19 and LSTM.
Location-Prediction-using-Twitter
Designed a probabilistic model that predicts the location of Twitter user using the confidence score produced by i) similarity measure of overlapping local entities created by scrapping content from Wikipedia using NER, ii) page rank and iii) by processing user's tweets to find region specific words
Natural-Language-Processing
Context Free Grammar
dharanidharan27's Repositories
dharanidharan27/Location-Prediction-using-Twitter
Designed a probabilistic model that predicts the location of Twitter user using the confidence score produced by i) similarity measure of overlapping local entities created by scrapping content from Wikipedia using NER, ii) page rank and iii) by processing user's tweets to find region specific words
dharanidharan27/Ads-Prediction-using-Twitter
Designed a recommendation model that classifies users based on interests thus helping organizations to provide ads, news articles and special offers increasing probability of sales. Used NLP to derive insights from the tweets of the user by performing sentiment analysis on tweets, removed stop words, applied POS tagging and N-gram techniques to categorize users based on their interests
dharanidharan27/Analytical-Data-Mining
Principal component analysis, K-means clustering
dharanidharan27/Artificial-Neural-Networks
Performance Analysis
dharanidharan27/Image-Captioning-using-Neural-Networks
A model reused from Jason Brownlee's page on "How to develop a deep learning photo caption generator from Scratch" using VGG 19 and LSTM.
dharanidharan27/Natural-Language-Processing
Context Free Grammar