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aed_assignments

INFO 5100 Assignments @ Northeastern University

analysis-and-estimation-of-global-energy-consumption

Analysis and prediction of global energy consumption using fossil and renewable resources for the next 10 years.

big-data-systems-assignment-1

Processing Storm data from SEVIR dataset in Google Big Query and visualizing insights on Google Data Studio.

big-data-systems-assignment-2

SEVIR data Nowcast Analysis for Federal Aviation Administration usecase.

comic-books-using-python

Comic book (in Python) on Mowgli: Legend of the Jungle, using PIL, Pandas, Numpy

credit-card-fraud-detection-imbalanced-dataset-problem

customer-segmentation-and-profiling

Unsupervised clustering of a retail store's customer database to perform Customer Segmentation and Profiling.

data-science-interview-question-bank

Data science interview questions and answers

data-science-practice

Practicing Data Science concepts in Python

data-validation-using-great-expectations-and-xsv-querying

XSV queries on Amazon Musical Instruments Review and Great-Expectations library for Data Validation

devops-tools-tutorial-labs

Tutorials for DevOps tools such as Google Codelabs, Apache Airflow, Streamlit, FastAPI, Great Expectations, etc.

hello-github-actions

host-nowcast-api

Hosting Nowcast FastAPI using Streamlit and Heroku.

hotel-database-management-systems

Designed and implemented a relational database using SQL to build a unified system for hotel businesses to enable reservation management of rooms, restaurants, and events.

krishna-aditi.github.io

Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.

lake-effect-snow-prediction

Hybrid model combining 3D-CNN and LSTM networks to predict snow over Lake Michigan

langchain_apps

LangChain usecases

llm-genplan

mobile-price-range-classification

nlp-sentiment-analysis-on-stock-news-and-price-monitoring

WebApp to bring together Text Summarization and Sentiment Analysis of the stock related news to better understand the stock price trends.

nowcast-api-using-fastapi

SEVIR Nowcast API using FastAPI web-framework.

product-recommendation-based-on-market-basket-analysis-and-rfm-analysis

Web App for Product Recommendation based on Market Basket Analysis and Customer Segmentation using RFM Analysis

revenue-generated-by-customers-snowflake

Prediction Customer Spend Problem with Retail Transaction Dataset.

rfm-analysis-and-ab-testing-streamlit

RFM Analysis on SuperStore Dataset and A/B Testing on Smart Ads Dataset

sanfrancisco-airbnb-price-prediction

We aim to build the best Airbnb Price Prediction model using linear regression, ridge regression, linear support vector regressors, k-nearest neighbours, and random forests. We also perform hyperparameter tuning to attain the best results for the models fit for our usecase. The performance of each of these models are evaluated and compared.

sevir-lambda-apis

SEVIR Lambda functions for Summarization and Named-Entity Recognition. Deployed on AWS ECR.

snowflake-tutorials

This repository provides various demos/examples of using Snowpark for Python. Please navigate to each of the subfolders to learn more about a specific demo/example.

stock-price-prediction

Stock price prediction using random forest regression model in Python.

webapp-for-visual-search-on-deepfashion-dataset

Enabling visual search using Elasticsearch to perform lookup for similar images, given a reference image.