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Manisha Singh's Projects

amazon-fine-food-reviews-part2 icon amazon-fine-food-reviews-part2

Amazon Fine Food Reviews is classification Sentiment Analysis problem. Classify the positive and negative reviews given by Amazon users. Given some product-based features and related reviews in text data. Featuring data and apply various Machine Learning techniques to classify reviews.

amazon_fine_food_reviews-sentiment_analysis icon amazon_fine_food_reviews-sentiment_analysis

Amazon Fine Food Reviews is sentiment analysis problem where we classify each review as positive and negative using machine learning and deeplearning techniques. Finally we will deploy our best model using Flask.

cecl-modelling-implementation icon cecl-modelling-implementation

Forecasted the Expected Credit Loss, over the lifetime of the mortgage. Built Loan-level PD Model using Markov Chain Transition Matrix and logistic regression with six transition states and validated them using backtesting.

connectwise-manage-dashboards icon connectwise-manage-dashboards

A collection of Grafana dashboards and their SQL queries we have used to create a live operations dashboard for our ConnectWise Manage instance

drum-kit icon drum-kit

A project which uses Javascript, DOM that enables the user to play the sounds of all components of drum by clicking or keyboard press

ecommerce-research icon ecommerce-research

🛍 A real-world e-commerce dataset for session-based recommender systems research.

email-marketing icon email-marketing

E-mail marketing application (create and send e-mail newsletter via SES). Includes subscription management, delivery, bounce and complaint notification, templates, and some stats.

interview-stuff icon interview-stuff

Interview Questions, Answers, Java, Python, Databases, Web, Javascript

netflix-clone icon netflix-clone

A Complete Netflix Clone. We Covered 100% For Netflix Feature and Apply Some Extra Feature Like Search With Voice and Filter Movie By Local Languages

option-pricing-models icon option-pricing-models

Simple python/streamlit web app for European option pricing using Black-Scholes model, Monte Carlo simulation and Binomial model. Spot prices for the underlying are fetched from Yahoo Finance API.

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