Priyabrata Thatoi's repositories
ZBay-CTR-Prediction
Zbay's CTR Prediction using Python & H20 AutoML. Zbay's is an e-commerce website. Users log in to their website and purchases the item. However, there are times, when users didn't make any purchases. Instead they go their competitors. In order to bring them back and make them purchases, Zbay's utilizes third-party to create ads on their website and redirect users to their website. In this project, the task is to predict the CTR probability on such ads
Anomaly-Detection---IF-LOF
Anomaly detection using unsupervised method is a challenging one. Isolated Random Forest and Local Outlier Factor are the most promising one. They detect outlier with highest recall possible.
Covid-19-FAQ-ChatBot
SARATHI is a RASA NLU powered chatbot that takes user inputs and responses in return. The chatbot uses the SpaCy language model to matches the user input with the intent repository. It also call s API to look up medical facilities based on the location and medical facility type provided
WebScrapping-and-Sentiment-Analysis
This project is about scrapping data using Python and R followed by sentiment analysis
Advanced-CNN
VGG16 and image data augmentation
Complaint-Classifier
Customer complaints are often misclassifier due to lack of business knowledge. This leads to wastage of time and often larger wait time for customers. To resolve this NLP based LDA & TF-IDF can be used to correctly classify.
ML-Deployment-Configuration
The final stage of the ML lifecycle is the deployment. For that, the solution notebook has to be converted into a format that could be scalable. The basic approach is to convert the file to 3 different files that is a configuration file, preprocessing file & pipeline file
Forecasting-sales-using-RNN-LSTM
This project illustrates the use of python tensor flow to design RNN model with a LSTM layer to forecast alcohol sales
GoDaddy-Microeconomic-Forcast
Kaggle competition : https://www.kaggle.com/competitions/godaddy-microbusiness-density-forecasting/code
Models-From-Scratch
It has the ML coded in python from scratch
pbthatoi.github.io
A repository for all DS learning
SUM_DeliveryMode
Predicting Delivery Mode
Web-Scrapping-using-RSelenium
This is a small project about scrapping records from a website using RSelenium