MIT EDX Course

Syracuse University, Masters of Applied Data Science - MAR 653 Marketing Analytics

Demo repository for Azure Cognitive Services

Coursera/Swiftkey Capstone Project on Text Analytics

The sample code repository leverages Azure Text Analytics to extract key phrases from the product description as additional product features. And perform text relationship analysis with TF-IDF vectorization and Cosine Similarity for product recommendation.

Genre Identification task along with Text Analytics with Multi-Class and Imbalanced Learning on Gutenberg Corpus

A simple end-to-end project on fake v/s real news detection/classification.

Use of Topic modelling on scraped tweets

Title: Build and deploy web service to extract the information from invoices or billing material using Microsoft Azure and REST API service. (Explanation: It uses Microsoft Azure Optical Character Recognition Technique and other Microsoft Azure techniques to extract information from invoices and other billing materials to solve the customer's pr…

Twitter Sentiment Analysis (Twitter API pipeline to SQL / S3)

Analysing customer reviews using unsupervised learning approaches via Topic Modelling

In this project, we aim to offer a machine learning based tool to detect fraudulent behavior in large organizations by studying emails and accounting data of suspected employees.

Natural Language Processing project for the Kaggle competition: "Real or Not? NLP with Disaster Tweets". Currently 51st percentile (top 49%) in the competition.