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a-study-on-bias-input-and-algorithmic-in-ml-systems

explore different deep learning architecture for multi-class and multi-label classification and see how different architecture is classifying same text with slightly different labels and effect of input word vectors on models.

analytics_workshop

beauty_trend_engine_ecommerce

Full version of cosmetics industry ecommerce market watch application.

cloud-data-manager

Cloud-Data-Manager will make working with data files and databases easy for Data Scientists giving them tools to read, write data to S3 and databases from notebooks and other IDEs.

customer-segmentation-analysis-on-uk-eretail

Goal of this project is to understand customer base of a retail establishment using exploratory data analysis, visualization, RMF Values and KMeans Clustering.

darw_io_diagrams

end-to-end-regression-pipeline-using-scikitlearn

Prediction of Burn Area during a forest fire using Meteorological Data.

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

image_classifier_webapp

The repo contains codes for an interactive web based image classifier that user can interact with web-cam or by uploading images. Under the hood it uses Python, JavaScript, Keras, Tensorflow and Tensorflow.js to utilize the Mobilenet V2 pre-trained model.

math-to-machinelearningmodels-series

Converting Linear Algebra and Matrix Calculus to Models - A work in progress.

meiyume_voila_apps

predict-financial-fraud-using-email-text-and-accounting-data

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

reinforcement-learning-using-ucb-and-thompson-sampling

Find the best advertisement to show on multiple websites while still exploring different Ad options. Save time and money that would have to multiple AB testing. Start getting rewards early.

simpleefficientkeywords

SeKeyword: a simple efficient cocktail of keyword extraction algorithms to generate high quality multi-document keywords fast and handsfree.

social-media-ad-targeting-using-classification

Usring varities of classifciation techniqe determine the best set of users to target on social medai with meaningful Ads that will ulitmately conver to a successfult sell.

stripnet

STriP Net: Semantic Similarity of Scientific Papers (S3P) Network

time-series-forecasting-and-erc20-workshop

This repo contains materials for time series forecasting, clustering, supervised methods for time, and ethereum erc20 token workshop.

trend_engine_webapp_prototype

webapp prototype built with dash bootstrap components